diff --git a/docker/Dockerfile b/docker/Dockerfile new file mode 100644 index 00000000..7b53225d --- /dev/null +++ b/docker/Dockerfile @@ -0,0 +1,38 @@ +# Use 16.04 as it is the current linux default in the travis build +# https://github.com/fastlmm/FaST-LMM/blob/master/.travis.yml +FROM ubuntu:16.04 + +# gcc and g++ are critical dependencies for pysnptools +RUN apt-get update && \ + apt-get install -y wget gcc g++ && \ + rm -rf /var/lib/apt/lists/* + +# Install conda +RUN wget --quiet https://repo.anaconda.com/miniconda/Miniconda3-4.7.12-Linux-x86_64.sh -O ~/miniconda.sh && \ + /bin/bash ~/miniconda.sh -b -p /opt/conda && \ + rm ~/miniconda.sh && \ + /opt/conda/bin/conda clean -tipsy && \ + ln -s /opt/conda/etc/profile.d/conda.sh /etc/profile.d/conda.sh && \ + echo ". /opt/conda/etc/profile.d/conda.sh" >> ~/.bashrc && \ + echo "conda activate base" >> ~/.bashrc && \ + find /opt/conda/ -follow -type f -name '*.a' -delete && \ + find /opt/conda/ -follow -type f -name '*.js.map' -delete && \ + /opt/conda/bin/conda clean -afy && \ + chown -R $USERNAME:$USERNAME /opt/conda + +# Initialize environment +ENV PATH /opt/conda/bin:$PATH +RUN conda create -n fastlmm python=3.7 +RUN conda init bash +RUN echo "conda activate fastlmm" >> ~/.bashrc +ENV PATH /opt/conda/envs/fastlmm/bin:$PATH +RUN conda install -n fastlmm "mkl==2019.4" "scipy>=1.1.0" "numpy>=1.11.3" jupyter + +# While not ideal, pysnptools/fastlmm should be installed separately via pip +# See: https://github.com/fastlmm/FaST-LMM/issues/6#issuecomment-598458316 +RUN /opt/conda/envs/fastlmm/bin/pip install pysnptools --no-use-pep517 +RUN /opt/conda/envs/fastlmm/bin/pip install fastlmm + +# Initialize some working directory for bind mounts +RUN mkdir /work +WORKDIR /work diff --git a/docker/README.md b/docker/README.md new file mode 100644 index 00000000..b6d97df7 --- /dev/null +++ b/docker/README.md @@ -0,0 +1,24 @@ +## Docker Instructions + +To build the docker container, run: + +```bash +cd FaST-LMM/docker +docker build -t fastlmm . +``` + +The container has no entry point but jupyter will be installed so +a common use case for execution is: + +```bash +# Mount local repo copy for access to datasets +REPO_DIR=$HOME/repos/FaST-LMM +docker run --rm -p 8888:8888 -it \ +-v $REPO_DIR:/work/FaST-LMM \ +fastlmm /bin/bash + +# In container: +(fastlmm)> jupyter notebook --ip=0.0.0.0 --no-browser --allow-root --NotebookApp.token='' + +# Use notebook at localhost:8888 +``` diff --git a/tests/notebooks/.ipynb_checkpoints/synth_export-checkpoint.ipynb b/tests/notebooks/.ipynb_checkpoints/synth_export-checkpoint.ipynb new file mode 100644 index 00000000..eacb1e1f --- /dev/null +++ b/tests/notebooks/.ipynb_checkpoints/synth_export-checkpoint.ipynb @@ -0,0 +1,1051 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### FaST-LMM Simulation Export\n", + "\n", + "Export results and data from first example in: https://nbviewer.jupyter.org/github/fastlmm/FaST-LMM/blob/master/doc/ipynb/FaST-LMM.ipynb" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "# import the algorithm\n", + "!pip install xarray zarr\n", + "import os\n", + "import os.path as osp\n", + "import numpy as np\n", + "import xarray as xr\n", + "from fastlmm.association import single_snp\n", + "from pysnptools.snpreader import Bed\n", + "repo_dir = \"/work/FaST-LMM\"" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "# set up data\n", + "##############################\n", + "bed_fn = osp.join(repo_dir, \"tests/datasets/synth/all\")\n", + "pheno_fn = osp.join(repo_dir, \"tests/datasets/synth/pheno_10_causals.txt\")\n", + "cov_fn = osp.join(repo_dir, \"tests/datasets/synth/cov.txt\")" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Loading bim file /work/FaST-LMM/tests/datasets/synth/all.bim\n", + "Loading fam file /work/FaST-LMM/tests/datasets/synth/all.fam\n", + "Setting GB_goal to 0.1446951289176941 GB\n", + "reading 4000 SNPs in blocks of 500 and adding up kernels (for 500 individuals)\n", + "bed file is open /work/FaST-LMM/tests/datasets/synth/all.bed\n", + "0.08 seconds elapsed\n", + "h2=0.6149633560168088\n", + "single_snp: Working on snp block 0 of 2\n", + "time=0.0163266658782959\n", + "single_snp: Working on snp block 1 of 2\n", + "time=0.021387338638305664\n", + "Setting GB_goal to 0.1446951289176941 GB\n", + "reading 4000 SNPs in blocks of 500 and adding up kernels (for 500 individuals)\n", + "0.06 seconds elapsed\n", + "h2=0.5342624467748883\n", + "single_snp: Working on snp block 0 of 2\n", + "time=0.01574993133544922\n", + "single_snp: Working on snp block 1 of 2\n", + "time=0.021263599395751953\n", + "Setting GB_goal to 0.1446951289176941 GB\n", + "reading 4000 SNPs in blocks of 500 and adding up kernels (for 500 individuals)\n", + "0.07 seconds elapsed\n", + "h2=0.2797104739328243\n", + "single_snp: Working on snp block 0 of 2\n", + "time=0.01983356475830078\n", + "single_snp: Working on snp block 1 of 2\n", + "time=0.019928932189941406\n", + "Setting GB_goal to 0.1446951289176941 GB\n", + "reading 4000 SNPs in blocks of 500 and adding up kernels (for 500 individuals)\n", + "0.06 seconds elapsed\n", + "h2=0.5420459884560497\n", + "single_snp: Working on snp block 0 of 2\n", + "time=0.021071434020996094\n", + "single_snp: Working on snp block 1 of 2\n", + "time=0.025470256805419922\n", + "Setting GB_goal to 0.1446951289176941 GB\n", + "reading 4000 SNPs in blocks of 500 and adding up kernels (for 500 individuals)\n", + "0.06 seconds elapsed\n", + "h2=0.4511165760152969\n", + "single_snp: Working on snp block 0 of 2\n", + "time=0.017426252365112305\n", + "single_snp: Working on snp block 1 of 2\n", + "time=0.01979660987854004\n", + "PhenotypeName\tpheno0\n", + "SampleSize\t500\n", + "SNPCount\t5000\n", + "Runtime\t0.8344700336456299\n" + ] + } + ], + "source": [ + "# run gwas\n", + "###################################################################\n", + "count_A1 = True\n", + "results_df = single_snp(bed_fn, pheno_fn, covar=cov_fn, count_A1=count_A1)" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# manhattan plot\n", + "import pylab\n", + "import fastlmm.util.util as flutil\n", + "pylab.rcParams['figure.figsize'] = (10.0, 8.0)#For some reason, need again (appears above too) to get big figures\n", + "flutil.manhattan_plot(results_df[[\"Chr\", \"ChrPos\", \"PValue\"]].values,pvalue_line=1e-5,xaxis_unit_bp=False)\n", + "pylab.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 59, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
sid_indexSNPChrGenDistChrPosPValueSnpWeightSnpWeightSESnpFractVarExplMixingNullh2
052snp495_m0_.01m1_.045405240522.990684e-23-0.4186530.0400520.4245210.00.451117
1392snp1422_m0_.49m1_.53239223928.251922e-230.4164950.0403000.4205870.00.279710
2650snp1200_m0_.37m1_.363265026503.048007e-14-0.3288700.0420210.3312400.00.279710
33snp433_m0_.14m1_.113200320039.202499e-100.2682890.0429730.2696700.00.279710
4274snp2832_m0_.46m1_.14327432747.069762e-04-0.1704210.0500030.1511240.00.542046
\n", + "
" + ], + "text/plain": [ + " sid_index SNP Chr GenDist ChrPos PValue \\\n", + "0 52 snp495_m0_.01m1_.04 5 4052 4052 2.990684e-23 \n", + "1 392 snp1422_m0_.49m1_.5 3 2392 2392 8.251922e-23 \n", + "2 650 snp1200_m0_.37m1_.36 3 2650 2650 3.048007e-14 \n", + "3 3 snp433_m0_.14m1_.11 3 2003 2003 9.202499e-10 \n", + "4 274 snp2832_m0_.46m1_.1 4 3274 3274 7.069762e-04 \n", + "\n", + " SnpWeight SnpWeightSE SnpFractVarExpl Mixing Nullh2 \n", + "0 -0.418653 0.040052 0.424521 0.0 0.451117 \n", + "1 0.416495 0.040300 0.420587 0.0 0.279710 \n", + "2 -0.328870 0.042021 0.331240 0.0 0.279710 \n", + "3 0.268289 0.042973 0.269670 0.0 0.279710 \n", + "4 -0.170421 0.050003 0.151124 0.0 0.542046 " + ] + }, + "execution_count": 59, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "results_df.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "DebugEmitFolds.txt allButChr1.bed chr1.bim\t pheno_10_causals.txt\r\n", + "all.bed\t\t allButChr1.bim chr1.fam\r\n", + "all.bim\t\t allButChr1.fam chr1.sets.txt\r\n", + "all.fam\t\t chr1.bed\t cov.txt\r\n" + ] + } + ], + "source": [ + "!ls /work/FaST-LMM/tests/datasets/synth" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Loading fam file /work/FaST-LMM/tests/datasets/synth/all.fam\n", + "Loading bim file /work/FaST-LMM/tests/datasets/synth/all.bim\n" + ] + }, + { + "data": { + "text/plain": [ + "(500, 5000)" + ] + }, + "execution_count": 55, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "bed = Bed(bed_fn, count_A1=count_A1)\n", + "bed.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[ 1, 0, 0],\n", + " [ 1, 1, 1],\n", + " [ 1, 2, 2],\n", + " ...,\n", + " [ 5, 4997, 4997],\n", + " [ 5, 4998, 4998],\n", + " [ 5, 4999, 4999]])" + ] + }, + "execution_count": 56, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# (chromosome, genetic distance, basepair distance)\n", + "bed.pos" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "bed file is open /work/FaST-LMM/tests/datasets/synth/all.bed\n" + ] + }, + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + "Show/Hide data repr\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Show/Hide attributes\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
xarray.Dataset
    • sample: 500
    • variant: 5000
      • data
        (variant, sample)
        int8
        0 0 0 0 0 0 0 0 ... 0 0 0 0 0 0 0 0
        array([[0, 0, 0, ..., 0, 0, 0],\n",
+       "       [0, 0, 0, ..., 0, 0, 0],\n",
+       "       [1, 1, 1, ..., 0, 0, 0],\n",
+       "       ...,\n",
+       "       [0, 0, 1, ..., 1, 1, 0],\n",
+       "       [1, 2, 1, ..., 0, 0, 2],\n",
+       "       [0, 0, 1, ..., 0, 0, 0]], dtype=int8)
      • sample_id
        (sample)
        <U8
        'cid0P0' 'cid1P0' ... 'cid499P1'
        array(['cid0P0', 'cid1P0', 'cid2P0', 'cid3P0', 'cid4P0', 'cid5P0',\n",
+       "       'cid6P0', 'cid7P0', 'cid8P0', 'cid9P0', 'cid10P0', 'cid11P0',\n",
+       "       'cid12P0', 'cid13P0', 'cid14P0', 'cid15P0', 'cid16P0', 'cid17P0',\n",
+       "       'cid18P0', 'cid19P0', 'cid20P0', 'cid21P0', 'cid22P0', 'cid23P0',\n",
+       "       'cid24P0', 'cid25P0', 'cid26P0', 'cid27P0', 'cid28P0', 'cid29P0',\n",
+       "       'cid30P0', 'cid31P0', 'cid32P0', 'cid33P0', 'cid34P0', 'cid35P0',\n",
+       "       'cid36P0', 'cid37P0', 'cid38P0', 'cid39P0', 'cid40P0', 'cid41P0',\n",
+       "       'cid42P0', 'cid43P0', 'cid44P0', 'cid45P0', 'cid46P0', 'cid47P0',\n",
+       "       'cid48P0', 'cid49P0', 'cid50P0', 'cid51P0', 'cid52P0', 'cid53P0',\n",
+       "       'cid54P0', 'cid55P0', 'cid56P0', 'cid57P0', 'cid58P0', 'cid59P0',\n",
+       "       'cid60P0', 'cid61P0', 'cid62P0', 'cid63P0', 'cid64P0', 'cid65P0',\n",
+       "       'cid66P0', 'cid67P0', 'cid68P0', 'cid69P0', 'cid70P0', 'cid71P0',\n",
+       "       'cid72P0', 'cid73P0', 'cid74P0', 'cid75P0', 'cid76P0', 'cid77P0',\n",
+       "       'cid78P0', 'cid79P0', 'cid80P0', 'cid81P0', 'cid82P0', 'cid83P0',\n",
+       "       'cid84P0', 'cid85P0', 'cid86P0', 'cid87P0', 'cid88P0', 'cid89P0',\n",
+       "       'cid90P0', 'cid91P0', 'cid92P0', 'cid93P0', 'cid94P0', 'cid95P0',\n",
+       "       'cid96P0', 'cid97P0', 'cid98P0', 'cid99P0', 'cid100P0', 'cid101P0',\n",
+       "       'cid102P0', 'cid103P0', 'cid104P0', 'cid105P0', 'cid106P0',\n",
+       "       'cid107P0', 'cid108P0', 'cid109P0', 'cid110P0', 'cid111P0',\n",
+       "       'cid112P0', 'cid113P0', 'cid114P0', 'cid115P0', 'cid116P0',\n",
+       "       'cid117P0', 'cid118P0', 'cid119P0', 'cid120P0', 'cid121P0',\n",
+       "       'cid122P0', 'cid123P0', 'cid124P0', 'cid125P0', 'cid126P0',\n",
+       "       'cid127P0', 'cid128P0', 'cid129P0', 'cid130P0', 'cid131P0',\n",
+       "       'cid132P0', 'cid133P0', 'cid134P0', 'cid135P0', 'cid136P0',\n",
+       "       'cid137P0', 'cid138P0', 'cid139P0', 'cid140P0', 'cid141P0',\n",
+       "       'cid142P0', 'cid143P0', 'cid144P0', 'cid145P0', 'cid146P0',\n",
+       "       'cid147P0', 'cid148P0', 'cid149P0', 'cid150P0', 'cid151P0',\n",
+       "       'cid152P0', 'cid153P0', 'cid154P0', 'cid155P0', 'cid156P0',\n",
+       "       'cid157P0', 'cid158P0', 'cid159P0', 'cid160P0', 'cid161P0',\n",
+       "       'cid162P0', 'cid163P0', 'cid164P0', 'cid165P0', 'cid166P0',\n",
+       "       'cid167P0', 'cid168P0', 'cid169P0', 'cid170P0', 'cid171P0',\n",
+       "       'cid172P0', 'cid173P0', 'cid174P0', 'cid175P0', 'cid176P0',\n",
+       "       'cid177P0', 'cid178P0', 'cid179P0', 'cid180P0', 'cid181P0',\n",
+       "       'cid182P0', 'cid183P0', 'cid184P0', 'cid185P0', 'cid186P0',\n",
+       "       'cid187P0', 'cid188P0', 'cid189P0', 'cid190P0', 'cid191P0',\n",
+       "       'cid192P0', 'cid193P0', 'cid194P0', 'cid195P0', 'cid196P0',\n",
+       "       'cid197P0', 'cid198P0', 'cid199P0', 'cid200P0', 'cid201P0',\n",
+       "       'cid202P0', 'cid203P0', 'cid204P0', 'cid205P0', 'cid206P0',\n",
+       "       'cid207P0', 'cid208P0', 'cid209P0', 'cid210P0', 'cid211P0',\n",
+       "       'cid212P0', 'cid213P0', 'cid214P0', 'cid215P0', 'cid216P0',\n",
+       "       'cid217P0', 'cid218P0', 'cid219P0', 'cid220P0', 'cid221P0',\n",
+       "       'cid222P0', 'cid223P0', 'cid224P0', 'cid225P0', 'cid226P0',\n",
+       "       'cid227P0', 'cid228P0', 'cid229P0', 'cid230P0', 'cid231P0',\n",
+       "       'cid232P0', 'cid233P0', 'cid234P0', 'cid235P0', 'cid236P0',\n",
+       "       'cid237P0', 'cid238P0', 'cid239P0', 'cid240P0', 'cid241P0',\n",
+       "       'cid242P0', 'cid243P0', 'cid244P0', 'cid245P0', 'cid246P0',\n",
+       "       'cid247P0', 'cid248P0', 'cid249P0', 'cid250P1', 'cid251P1',\n",
+       "       'cid252P1', 'cid253P1', 'cid254P1', 'cid255P1', 'cid256P1',\n",
+       "       'cid257P1', 'cid258P1', 'cid259P1', 'cid260P1', 'cid261P1',\n",
+       "       'cid262P1', 'cid263P1', 'cid264P1', 'cid265P1', 'cid266P1',\n",
+       "       'cid267P1', 'cid268P1', 'cid269P1', 'cid270P1', 'cid271P1',\n",
+       "       'cid272P1', 'cid273P1', 'cid274P1', 'cid275P1', 'cid276P1',\n",
+       "       'cid277P1', 'cid278P1', 'cid279P1', 'cid280P1', 'cid281P1',\n",
+       "       'cid282P1', 'cid283P1', 'cid284P1', 'cid285P1', 'cid286P1',\n",
+       "       'cid287P1', 'cid288P1', 'cid289P1', 'cid290P1', 'cid291P1',\n",
+       "       'cid292P1', 'cid293P1', 'cid294P1', 'cid295P1', 'cid296P1',\n",
+       "       'cid297P1', 'cid298P1', 'cid299P1', 'cid300P1', 'cid301P1',\n",
+       "       'cid302P1', 'cid303P1', 'cid304P1', 'cid305P1', 'cid306P1',\n",
+       "       'cid307P1', 'cid308P1', 'cid309P1', 'cid310P1', 'cid311P1',\n",
+       "       'cid312P1', 'cid313P1', 'cid314P1', 'cid315P1', 'cid316P1',\n",
+       "       'cid317P1', 'cid318P1', 'cid319P1', 'cid320P1', 'cid321P1',\n",
+       "       'cid322P1', 'cid323P1', 'cid324P1', 'cid325P1', 'cid326P1',\n",
+       "       'cid327P1', 'cid328P1', 'cid329P1', 'cid330P1', 'cid331P1',\n",
+       "       'cid332P1', 'cid333P1', 'cid334P1', 'cid335P1', 'cid336P1',\n",
+       "       'cid337P1', 'cid338P1', 'cid339P1', 'cid340P1', 'cid341P1',\n",
+       "       'cid342P1', 'cid343P1', 'cid344P1', 'cid345P1', 'cid346P1',\n",
+       "       'cid347P1', 'cid348P1', 'cid349P1', 'cid350P1', 'cid351P1',\n",
+       "       'cid352P1', 'cid353P1', 'cid354P1', 'cid355P1', 'cid356P1',\n",
+       "       'cid357P1', 'cid358P1', 'cid359P1', 'cid360P1', 'cid361P1',\n",
+       "       'cid362P1', 'cid363P1', 'cid364P1', 'cid365P1', 'cid366P1',\n",
+       "       'cid367P1', 'cid368P1', 'cid369P1', 'cid370P1', 'cid371P1',\n",
+       "       'cid372P1', 'cid373P1', 'cid374P1', 'cid375P1', 'cid376P1',\n",
+       "       'cid377P1', 'cid378P1', 'cid379P1', 'cid380P1', 'cid381P1',\n",
+       "       'cid382P1', 'cid383P1', 'cid384P1', 'cid385P1', 'cid386P1',\n",
+       "       'cid387P1', 'cid388P1', 'cid389P1', 'cid390P1', 'cid391P1',\n",
+       "       'cid392P1', 'cid393P1', 'cid394P1', 'cid395P1', 'cid396P1',\n",
+       "       'cid397P1', 'cid398P1', 'cid399P1', 'cid400P1', 'cid401P1',\n",
+       "       'cid402P1', 'cid403P1', 'cid404P1', 'cid405P1', 'cid406P1',\n",
+       "       'cid407P1', 'cid408P1', 'cid409P1', 'cid410P1', 'cid411P1',\n",
+       "       'cid412P1', 'cid413P1', 'cid414P1', 'cid415P1', 'cid416P1',\n",
+       "       'cid417P1', 'cid418P1', 'cid419P1', 'cid420P1', 'cid421P1',\n",
+       "       'cid422P1', 'cid423P1', 'cid424P1', 'cid425P1', 'cid426P1',\n",
+       "       'cid427P1', 'cid428P1', 'cid429P1', 'cid430P1', 'cid431P1',\n",
+       "       'cid432P1', 'cid433P1', 'cid434P1', 'cid435P1', 'cid436P1',\n",
+       "       'cid437P1', 'cid438P1', 'cid439P1', 'cid440P1', 'cid441P1',\n",
+       "       'cid442P1', 'cid443P1', 'cid444P1', 'cid445P1', 'cid446P1',\n",
+       "       'cid447P1', 'cid448P1', 'cid449P1', 'cid450P1', 'cid451P1',\n",
+       "       'cid452P1', 'cid453P1', 'cid454P1', 'cid455P1', 'cid456P1',\n",
+       "       'cid457P1', 'cid458P1', 'cid459P1', 'cid460P1', 'cid461P1',\n",
+       "       'cid462P1', 'cid463P1', 'cid464P1', 'cid465P1', 'cid466P1',\n",
+       "       'cid467P1', 'cid468P1', 'cid469P1', 'cid470P1', 'cid471P1',\n",
+       "       'cid472P1', 'cid473P1', 'cid474P1', 'cid475P1', 'cid476P1',\n",
+       "       'cid477P1', 'cid478P1', 'cid479P1', 'cid480P1', 'cid481P1',\n",
+       "       'cid482P1', 'cid483P1', 'cid484P1', 'cid485P1', 'cid486P1',\n",
+       "       'cid487P1', 'cid488P1', 'cid489P1', 'cid490P1', 'cid491P1',\n",
+       "       'cid492P1', 'cid493P1', 'cid494P1', 'cid495P1', 'cid496P1',\n",
+       "       'cid497P1', 'cid498P1', 'cid499P1'], dtype='<U8')
      • family_id
        (sample)
        <U8
        'cid0P0' 'cid1P0' ... 'cid499P1'
        array(['cid0P0', 'cid1P0', 'cid2P0', 'cid3P0', 'cid4P0', 'cid5P0',\n",
+       "       'cid6P0', 'cid7P0', 'cid8P0', 'cid9P0', 'cid10P0', 'cid11P0',\n",
+       "       'cid12P0', 'cid13P0', 'cid14P0', 'cid15P0', 'cid16P0', 'cid17P0',\n",
+       "       'cid18P0', 'cid19P0', 'cid20P0', 'cid21P0', 'cid22P0', 'cid23P0',\n",
+       "       'cid24P0', 'cid25P0', 'cid26P0', 'cid27P0', 'cid28P0', 'cid29P0',\n",
+       "       'cid30P0', 'cid31P0', 'cid32P0', 'cid33P0', 'cid34P0', 'cid35P0',\n",
+       "       'cid36P0', 'cid37P0', 'cid38P0', 'cid39P0', 'cid40P0', 'cid41P0',\n",
+       "       'cid42P0', 'cid43P0', 'cid44P0', 'cid45P0', 'cid46P0', 'cid47P0',\n",
+       "       'cid48P0', 'cid49P0', 'cid50P0', 'cid51P0', 'cid52P0', 'cid53P0',\n",
+       "       'cid54P0', 'cid55P0', 'cid56P0', 'cid57P0', 'cid58P0', 'cid59P0',\n",
+       "       'cid60P0', 'cid61P0', 'cid62P0', 'cid63P0', 'cid64P0', 'cid65P0',\n",
+       "       'cid66P0', 'cid67P0', 'cid68P0', 'cid69P0', 'cid70P0', 'cid71P0',\n",
+       "       'cid72P0', 'cid73P0', 'cid74P0', 'cid75P0', 'cid76P0', 'cid77P0',\n",
+       "       'cid78P0', 'cid79P0', 'cid80P0', 'cid81P0', 'cid82P0', 'cid83P0',\n",
+       "       'cid84P0', 'cid85P0', 'cid86P0', 'cid87P0', 'cid88P0', 'cid89P0',\n",
+       "       'cid90P0', 'cid91P0', 'cid92P0', 'cid93P0', 'cid94P0', 'cid95P0',\n",
+       "       'cid96P0', 'cid97P0', 'cid98P0', 'cid99P0', 'cid100P0', 'cid101P0',\n",
+       "       'cid102P0', 'cid103P0', 'cid104P0', 'cid105P0', 'cid106P0',\n",
+       "       'cid107P0', 'cid108P0', 'cid109P0', 'cid110P0', 'cid111P0',\n",
+       "       'cid112P0', 'cid113P0', 'cid114P0', 'cid115P0', 'cid116P0',\n",
+       "       'cid117P0', 'cid118P0', 'cid119P0', 'cid120P0', 'cid121P0',\n",
+       "       'cid122P0', 'cid123P0', 'cid124P0', 'cid125P0', 'cid126P0',\n",
+       "       'cid127P0', 'cid128P0', 'cid129P0', 'cid130P0', 'cid131P0',\n",
+       "       'cid132P0', 'cid133P0', 'cid134P0', 'cid135P0', 'cid136P0',\n",
+       "       'cid137P0', 'cid138P0', 'cid139P0', 'cid140P0', 'cid141P0',\n",
+       "       'cid142P0', 'cid143P0', 'cid144P0', 'cid145P0', 'cid146P0',\n",
+       "       'cid147P0', 'cid148P0', 'cid149P0', 'cid150P0', 'cid151P0',\n",
+       "       'cid152P0', 'cid153P0', 'cid154P0', 'cid155P0', 'cid156P0',\n",
+       "       'cid157P0', 'cid158P0', 'cid159P0', 'cid160P0', 'cid161P0',\n",
+       "       'cid162P0', 'cid163P0', 'cid164P0', 'cid165P0', 'cid166P0',\n",
+       "       'cid167P0', 'cid168P0', 'cid169P0', 'cid170P0', 'cid171P0',\n",
+       "       'cid172P0', 'cid173P0', 'cid174P0', 'cid175P0', 'cid176P0',\n",
+       "       'cid177P0', 'cid178P0', 'cid179P0', 'cid180P0', 'cid181P0',\n",
+       "       'cid182P0', 'cid183P0', 'cid184P0', 'cid185P0', 'cid186P0',\n",
+       "       'cid187P0', 'cid188P0', 'cid189P0', 'cid190P0', 'cid191P0',\n",
+       "       'cid192P0', 'cid193P0', 'cid194P0', 'cid195P0', 'cid196P0',\n",
+       "       'cid197P0', 'cid198P0', 'cid199P0', 'cid200P0', 'cid201P0',\n",
+       "       'cid202P0', 'cid203P0', 'cid204P0', 'cid205P0', 'cid206P0',\n",
+       "       'cid207P0', 'cid208P0', 'cid209P0', 'cid210P0', 'cid211P0',\n",
+       "       'cid212P0', 'cid213P0', 'cid214P0', 'cid215P0', 'cid216P0',\n",
+       "       'cid217P0', 'cid218P0', 'cid219P0', 'cid220P0', 'cid221P0',\n",
+       "       'cid222P0', 'cid223P0', 'cid224P0', 'cid225P0', 'cid226P0',\n",
+       "       'cid227P0', 'cid228P0', 'cid229P0', 'cid230P0', 'cid231P0',\n",
+       "       'cid232P0', 'cid233P0', 'cid234P0', 'cid235P0', 'cid236P0',\n",
+       "       'cid237P0', 'cid238P0', 'cid239P0', 'cid240P0', 'cid241P0',\n",
+       "       'cid242P0', 'cid243P0', 'cid244P0', 'cid245P0', 'cid246P0',\n",
+       "       'cid247P0', 'cid248P0', 'cid249P0', 'cid250P1', 'cid251P1',\n",
+       "       'cid252P1', 'cid253P1', 'cid254P1', 'cid255P1', 'cid256P1',\n",
+       "       'cid257P1', 'cid258P1', 'cid259P1', 'cid260P1', 'cid261P1',\n",
+       "       'cid262P1', 'cid263P1', 'cid264P1', 'cid265P1', 'cid266P1',\n",
+       "       'cid267P1', 'cid268P1', 'cid269P1', 'cid270P1', 'cid271P1',\n",
+       "       'cid272P1', 'cid273P1', 'cid274P1', 'cid275P1', 'cid276P1',\n",
+       "       'cid277P1', 'cid278P1', 'cid279P1', 'cid280P1', 'cid281P1',\n",
+       "       'cid282P1', 'cid283P1', 'cid284P1', 'cid285P1', 'cid286P1',\n",
+       "       'cid287P1', 'cid288P1', 'cid289P1', 'cid290P1', 'cid291P1',\n",
+       "       'cid292P1', 'cid293P1', 'cid294P1', 'cid295P1', 'cid296P1',\n",
+       "       'cid297P1', 'cid298P1', 'cid299P1', 'cid300P1', 'cid301P1',\n",
+       "       'cid302P1', 'cid303P1', 'cid304P1', 'cid305P1', 'cid306P1',\n",
+       "       'cid307P1', 'cid308P1', 'cid309P1', 'cid310P1', 'cid311P1',\n",
+       "       'cid312P1', 'cid313P1', 'cid314P1', 'cid315P1', 'cid316P1',\n",
+       "       'cid317P1', 'cid318P1', 'cid319P1', 'cid320P1', 'cid321P1',\n",
+       "       'cid322P1', 'cid323P1', 'cid324P1', 'cid325P1', 'cid326P1',\n",
+       "       'cid327P1', 'cid328P1', 'cid329P1', 'cid330P1', 'cid331P1',\n",
+       "       'cid332P1', 'cid333P1', 'cid334P1', 'cid335P1', 'cid336P1',\n",
+       "       'cid337P1', 'cid338P1', 'cid339P1', 'cid340P1', 'cid341P1',\n",
+       "       'cid342P1', 'cid343P1', 'cid344P1', 'cid345P1', 'cid346P1',\n",
+       "       'cid347P1', 'cid348P1', 'cid349P1', 'cid350P1', 'cid351P1',\n",
+       "       'cid352P1', 'cid353P1', 'cid354P1', 'cid355P1', 'cid356P1',\n",
+       "       'cid357P1', 'cid358P1', 'cid359P1', 'cid360P1', 'cid361P1',\n",
+       "       'cid362P1', 'cid363P1', 'cid364P1', 'cid365P1', 'cid366P1',\n",
+       "       'cid367P1', 'cid368P1', 'cid369P1', 'cid370P1', 'cid371P1',\n",
+       "       'cid372P1', 'cid373P1', 'cid374P1', 'cid375P1', 'cid376P1',\n",
+       "       'cid377P1', 'cid378P1', 'cid379P1', 'cid380P1', 'cid381P1',\n",
+       "       'cid382P1', 'cid383P1', 'cid384P1', 'cid385P1', 'cid386P1',\n",
+       "       'cid387P1', 'cid388P1', 'cid389P1', 'cid390P1', 'cid391P1',\n",
+       "       'cid392P1', 'cid393P1', 'cid394P1', 'cid395P1', 'cid396P1',\n",
+       "       'cid397P1', 'cid398P1', 'cid399P1', 'cid400P1', 'cid401P1',\n",
+       "       'cid402P1', 'cid403P1', 'cid404P1', 'cid405P1', 'cid406P1',\n",
+       "       'cid407P1', 'cid408P1', 'cid409P1', 'cid410P1', 'cid411P1',\n",
+       "       'cid412P1', 'cid413P1', 'cid414P1', 'cid415P1', 'cid416P1',\n",
+       "       'cid417P1', 'cid418P1', 'cid419P1', 'cid420P1', 'cid421P1',\n",
+       "       'cid422P1', 'cid423P1', 'cid424P1', 'cid425P1', 'cid426P1',\n",
+       "       'cid427P1', 'cid428P1', 'cid429P1', 'cid430P1', 'cid431P1',\n",
+       "       'cid432P1', 'cid433P1', 'cid434P1', 'cid435P1', 'cid436P1',\n",
+       "       'cid437P1', 'cid438P1', 'cid439P1', 'cid440P1', 'cid441P1',\n",
+       "       'cid442P1', 'cid443P1', 'cid444P1', 'cid445P1', 'cid446P1',\n",
+       "       'cid447P1', 'cid448P1', 'cid449P1', 'cid450P1', 'cid451P1',\n",
+       "       'cid452P1', 'cid453P1', 'cid454P1', 'cid455P1', 'cid456P1',\n",
+       "       'cid457P1', 'cid458P1', 'cid459P1', 'cid460P1', 'cid461P1',\n",
+       "       'cid462P1', 'cid463P1', 'cid464P1', 'cid465P1', 'cid466P1',\n",
+       "       'cid467P1', 'cid468P1', 'cid469P1', 'cid470P1', 'cid471P1',\n",
+       "       'cid472P1', 'cid473P1', 'cid474P1', 'cid475P1', 'cid476P1',\n",
+       "       'cid477P1', 'cid478P1', 'cid479P1', 'cid480P1', 'cid481P1',\n",
+       "       'cid482P1', 'cid483P1', 'cid484P1', 'cid485P1', 'cid486P1',\n",
+       "       'cid487P1', 'cid488P1', 'cid489P1', 'cid490P1', 'cid491P1',\n",
+       "       'cid492P1', 'cid493P1', 'cid494P1', 'cid495P1', 'cid496P1',\n",
+       "       'cid497P1', 'cid498P1', 'cid499P1'], dtype='<U8')
      • variant_id
        (variant)
        <U20
        'snp625_m0_.03m1_.07' ... 'snp124_m0_.23m1_.08'
        array(['snp625_m0_.03m1_.07', 'snp1750_m0_.02m1_.04', 'snp0_m0_.37m1_.24',\n",
+       "       ..., 'snp122_m0_.26m1_.34', 'snp123_m0_.41m1_.47',\n",
+       "       'snp124_m0_.23m1_.08'], dtype='<U20')
      • contig
        (variant)
        int64
        1 1 1 1 1 1 1 1 ... 5 5 5 5 5 5 5 5
        array([1, 1, 1, ..., 5, 5, 5])
      • cm_pos
        (variant)
        int64
        0 1 2 3 4 ... 4996 4997 4998 4999
        array([   0,    1,    2, ..., 4997, 4998, 4999])
      • pos
        (variant)
        int64
        0 1 2 3 4 ... 4996 4997 4998 4999
        array([   0,    1,    2, ..., 4997, 4998, 4999])
    " + ], + "text/plain": [ + "\n", + "Dimensions: (sample: 500, variant: 5000)\n", + "Dimensions without coordinates: sample, variant\n", + "Data variables:\n", + " data (variant, sample) int8 0 0 0 0 0 0 0 0 0 0 ... 0 0 0 0 0 0 0 0 0\n", + " sample_id (sample) " + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# manhattan plot\n", + "import pylab\n", + "import fastlmm.util.util as flutil\n", + "pylab.rcParams['figure.figsize'] = (10.0, 8.0)#For some reason, need again (appears above too) to get big figures\n", + "flutil.manhattan_plot(results_df[[\"Chr\", \"ChrPos\", \"PValue\"]].values,pvalue_line=1e-5,xaxis_unit_bp=False)\n", + "pylab.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
    \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
    sid_indexSNPChrGenDistChrPosPValueSnpWeightSnpWeightSESnpFractVarExplMixingNullh2
    04052snp495_m0_.01m1_.045405240527.108119e-24-0.4304180.0405360.4300040.00.0
    12392snp1422_m0_.49m1_.53239223921.285284e-210.4097570.0409270.4096760.00.0
    22650snp1200_m0_.37m1_.363265026501.501531e-13-0.3227660.0424780.3226150.00.0
    32003snp433_m0_.14m1_.113200320038.084090e-100.2712650.0432980.2705440.00.0
    4180snp2504_m0_.49m1_.1511801805.708216e-050.1793420.0441770.1791540.00.0
    \n", + "
    " + ], + "text/plain": [ + " sid_index SNP Chr GenDist ChrPos PValue \\\n", + "0 4052 snp495_m0_.01m1_.04 5 4052 4052 7.108119e-24 \n", + "1 2392 snp1422_m0_.49m1_.5 3 2392 2392 1.285284e-21 \n", + "2 2650 snp1200_m0_.37m1_.36 3 2650 2650 1.501531e-13 \n", + "3 2003 snp433_m0_.14m1_.11 3 2003 2003 8.084090e-10 \n", + "4 180 snp2504_m0_.49m1_.15 1 180 180 5.708216e-05 \n", + "\n", + " SnpWeight SnpWeightSE SnpFractVarExpl Mixing Nullh2 \n", + "0 -0.430418 0.040536 0.430004 0.0 0.0 \n", + "1 0.409757 0.040927 0.409676 0.0 0.0 \n", + "2 -0.322766 0.042478 0.322615 0.0 0.0 \n", + "3 0.271265 0.043298 0.270544 0.0 0.0 \n", + "4 0.179342 0.044177 0.179154 0.0 0.0 " + ] + }, + "execution_count": 37, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "results_df.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1" + ] + }, + "execution_count": 38, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "results_df['sid_index'].value_counts().max()" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "4999" + ] + }, + "execution_count": 39, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "results_df['sid_index'].max()" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "5000" + ] + }, + "execution_count": 40, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(results_df)" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "DebugEmitFolds.txt allButChr1.bed chr1.bim\t pheno_10_causals.txt\r\n", + "all.bed\t\t allButChr1.bim chr1.fam\r\n", + "all.bim\t\t allButChr1.fam chr1.sets.txt\r\n", + "all.fam\t\t chr1.bed\t cov.txt\r\n" + ] + } + ], + "source": [ + "!ls /work/FaST-LMM/tests/datasets/synth" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Loading fam file /work/FaST-LMM/tests/datasets/synth/all.fam\n", + "Loading bim file /work/FaST-LMM/tests/datasets/synth/all.bim\n" + ] + }, + { + "data": { + "text/plain": [ + "(500, 5000)" + ] + }, + "execution_count": 42, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "bed = Bed(bed_fn, count_A1=count_A1)\n", + "bed.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "bed file is open /work/FaST-LMM/tests/datasets/synth/all.bed\n" + ] + }, + { + "data": { + "text/plain": [ + "((5000, 500), dtype('int8'))" + ] + }, + "execution_count": 43, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "bed_gt = bed.read(dtype=np.float32, view_ok=False).val.T\n", + "assert bed_gt.min() >= 0\n", + "assert bed_gt.max() <= 2\n", + "bed_gt = bed_gt.astype(np.int8)\n", + "bed_gt.shape, bed_gt.dtype" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[ 1, 0, 0],\n", + " [ 1, 1, 1],\n", + " [ 1, 2, 2],\n", + " ...,\n", + " [ 5, 4997, 4997],\n", + " [ 5, 4998, 4998],\n", + " [ 5, 4999, 4999]])" + ] + }, + "execution_count": 44, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# (chromosome, genetic distance, basepair distance)\n", + "bed.pos" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
    \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
    iidfidv
    0cid0P0cid0P00.485340
    1cid1P0cid1P0-0.207698
    2cid2P0cid2P01.490908
    3cid3P0cid3P0-1.212900
    4cid4P0cid4P00.429320
    \n", + "
    " + ], + "text/plain": [ + " iid fid v\n", + "0 cid0P0 cid0P0 0.485340\n", + "1 cid1P0 cid1P0 -0.207698\n", + "2 cid2P0 cid2P0 1.490908\n", + "3 cid3P0 cid3P0 -1.212900\n", + "4 cid4P0 cid4P0 0.429320" + ] + }, + "execution_count": 45, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_ph = pd.read_csv(pheno_fn, sep='\\s+', names=['iid', 'fid', 'v'])\n", + "assert len(df_ph) == bed_gt.shape[1]\n", + "df_ph.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
    \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
    iidfidv
    0cid0P0cid0P00.548466
    1cid1P0cid1P00.250912
    2cid2P0cid2P0-0.638701
    3cid3P0cid3P00.480537
    4cid4P0cid4P00.618070
    \n", + "
    " + ], + "text/plain": [ + " iid fid v\n", + "0 cid0P0 cid0P0 0.548466\n", + "1 cid1P0 cid1P0 0.250912\n", + "2 cid2P0 cid2P0 -0.638701\n", + "3 cid3P0 cid3P0 0.480537\n", + "4 cid4P0 cid4P0 0.618070" + ] + }, + "execution_count": 46, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_cov = pd.read_csv(cov_fn, sep='\\s+', names=['iid', 'fid', 'v'])\n", + "assert len(df_cov) == bed_gt.shape[1]\n", + "df_cov.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
    \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
    iidfidv
    495cid495P1cid495P1-0.550367
    496cid496P1cid496P1-0.144458
    497cid497P1cid497P1-0.623505
    498cid498P1cid498P11.054939
    499cid499P1cid499P1-0.778998
    \n", + "
    " + ], + "text/plain": [ + " iid fid v\n", + "495 cid495P1 cid495P1 -0.550367\n", + "496 cid496P1 cid496P1 -0.144458\n", + "497 cid497P1 cid497P1 -0.623505\n", + "498 cid498P1 cid498P1 1.054939\n", + "499 cid499P1 cid499P1 -0.778998" + ] + }, + "execution_count": 47, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_cov.tail()" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
    \n", + "\n", + "\n", + "Show/Hide data repr\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Show/Hide attributes\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
    xarray.Dataset
      • sample: 500
      • variant: 5000
        • data
          (variant, sample)
          int8
          0 0 0 0 0 0 0 0 ... 0 0 0 0 0 0 0 0
          array([[0, 0, 0, ..., 0, 0, 0],\n",
+       "       [0, 0, 0, ..., 0, 0, 0],\n",
+       "       [1, 1, 1, ..., 0, 0, 0],\n",
+       "       ...,\n",
+       "       [0, 0, 1, ..., 1, 1, 0],\n",
+       "       [1, 2, 1, ..., 0, 0, 2],\n",
+       "       [0, 0, 1, ..., 0, 0, 0]], dtype=int8)
        • sample_id
          (sample)
          <U8
          'cid0P0' 'cid1P0' ... 'cid499P1'
          array(['cid0P0', 'cid1P0', 'cid2P0', 'cid3P0', 'cid4P0', 'cid5P0',\n",
+       "       'cid6P0', 'cid7P0', 'cid8P0', 'cid9P0', 'cid10P0', 'cid11P0',\n",
+       "       'cid12P0', 'cid13P0', 'cid14P0', 'cid15P0', 'cid16P0', 'cid17P0',\n",
+       "       'cid18P0', 'cid19P0', 'cid20P0', 'cid21P0', 'cid22P0', 'cid23P0',\n",
+       "       'cid24P0', 'cid25P0', 'cid26P0', 'cid27P0', 'cid28P0', 'cid29P0',\n",
+       "       'cid30P0', 'cid31P0', 'cid32P0', 'cid33P0', 'cid34P0', 'cid35P0',\n",
+       "       'cid36P0', 'cid37P0', 'cid38P0', 'cid39P0', 'cid40P0', 'cid41P0',\n",
+       "       'cid42P0', 'cid43P0', 'cid44P0', 'cid45P0', 'cid46P0', 'cid47P0',\n",
+       "       'cid48P0', 'cid49P0', 'cid50P0', 'cid51P0', 'cid52P0', 'cid53P0',\n",
+       "       'cid54P0', 'cid55P0', 'cid56P0', 'cid57P0', 'cid58P0', 'cid59P0',\n",
+       "       'cid60P0', 'cid61P0', 'cid62P0', 'cid63P0', 'cid64P0', 'cid65P0',\n",
+       "       'cid66P0', 'cid67P0', 'cid68P0', 'cid69P0', 'cid70P0', 'cid71P0',\n",
+       "       'cid72P0', 'cid73P0', 'cid74P0', 'cid75P0', 'cid76P0', 'cid77P0',\n",
+       "       'cid78P0', 'cid79P0', 'cid80P0', 'cid81P0', 'cid82P0', 'cid83P0',\n",
+       "       'cid84P0', 'cid85P0', 'cid86P0', 'cid87P0', 'cid88P0', 'cid89P0',\n",
+       "       'cid90P0', 'cid91P0', 'cid92P0', 'cid93P0', 'cid94P0', 'cid95P0',\n",
+       "       'cid96P0', 'cid97P0', 'cid98P0', 'cid99P0', 'cid100P0', 'cid101P0',\n",
+       "       'cid102P0', 'cid103P0', 'cid104P0', 'cid105P0', 'cid106P0',\n",
+       "       'cid107P0', 'cid108P0', 'cid109P0', 'cid110P0', 'cid111P0',\n",
+       "       'cid112P0', 'cid113P0', 'cid114P0', 'cid115P0', 'cid116P0',\n",
+       "       'cid117P0', 'cid118P0', 'cid119P0', 'cid120P0', 'cid121P0',\n",
+       "       'cid122P0', 'cid123P0', 'cid124P0', 'cid125P0', 'cid126P0',\n",
+       "       'cid127P0', 'cid128P0', 'cid129P0', 'cid130P0', 'cid131P0',\n",
+       "       'cid132P0', 'cid133P0', 'cid134P0', 'cid135P0', 'cid136P0',\n",
+       "       'cid137P0', 'cid138P0', 'cid139P0', 'cid140P0', 'cid141P0',\n",
+       "       'cid142P0', 'cid143P0', 'cid144P0', 'cid145P0', 'cid146P0',\n",
+       "       'cid147P0', 'cid148P0', 'cid149P0', 'cid150P0', 'cid151P0',\n",
+       "       'cid152P0', 'cid153P0', 'cid154P0', 'cid155P0', 'cid156P0',\n",
+       "       'cid157P0', 'cid158P0', 'cid159P0', 'cid160P0', 'cid161P0',\n",
+       "       'cid162P0', 'cid163P0', 'cid164P0', 'cid165P0', 'cid166P0',\n",
+       "       'cid167P0', 'cid168P0', 'cid169P0', 'cid170P0', 'cid171P0',\n",
+       "       'cid172P0', 'cid173P0', 'cid174P0', 'cid175P0', 'cid176P0',\n",
+       "       'cid177P0', 'cid178P0', 'cid179P0', 'cid180P0', 'cid181P0',\n",
+       "       'cid182P0', 'cid183P0', 'cid184P0', 'cid185P0', 'cid186P0',\n",
+       "       'cid187P0', 'cid188P0', 'cid189P0', 'cid190P0', 'cid191P0',\n",
+       "       'cid192P0', 'cid193P0', 'cid194P0', 'cid195P0', 'cid196P0',\n",
+       "       'cid197P0', 'cid198P0', 'cid199P0', 'cid200P0', 'cid201P0',\n",
+       "       'cid202P0', 'cid203P0', 'cid204P0', 'cid205P0', 'cid206P0',\n",
+       "       'cid207P0', 'cid208P0', 'cid209P0', 'cid210P0', 'cid211P0',\n",
+       "       'cid212P0', 'cid213P0', 'cid214P0', 'cid215P0', 'cid216P0',\n",
+       "       'cid217P0', 'cid218P0', 'cid219P0', 'cid220P0', 'cid221P0',\n",
+       "       'cid222P0', 'cid223P0', 'cid224P0', 'cid225P0', 'cid226P0',\n",
+       "       'cid227P0', 'cid228P0', 'cid229P0', 'cid230P0', 'cid231P0',\n",
+       "       'cid232P0', 'cid233P0', 'cid234P0', 'cid235P0', 'cid236P0',\n",
+       "       'cid237P0', 'cid238P0', 'cid239P0', 'cid240P0', 'cid241P0',\n",
+       "       'cid242P0', 'cid243P0', 'cid244P0', 'cid245P0', 'cid246P0',\n",
+       "       'cid247P0', 'cid248P0', 'cid249P0', 'cid250P1', 'cid251P1',\n",
+       "       'cid252P1', 'cid253P1', 'cid254P1', 'cid255P1', 'cid256P1',\n",
+       "       'cid257P1', 'cid258P1', 'cid259P1', 'cid260P1', 'cid261P1',\n",
+       "       'cid262P1', 'cid263P1', 'cid264P1', 'cid265P1', 'cid266P1',\n",
+       "       'cid267P1', 'cid268P1', 'cid269P1', 'cid270P1', 'cid271P1',\n",
+       "       'cid272P1', 'cid273P1', 'cid274P1', 'cid275P1', 'cid276P1',\n",
+       "       'cid277P1', 'cid278P1', 'cid279P1', 'cid280P1', 'cid281P1',\n",
+       "       'cid282P1', 'cid283P1', 'cid284P1', 'cid285P1', 'cid286P1',\n",
+       "       'cid287P1', 'cid288P1', 'cid289P1', 'cid290P1', 'cid291P1',\n",
+       "       'cid292P1', 'cid293P1', 'cid294P1', 'cid295P1', 'cid296P1',\n",
+       "       'cid297P1', 'cid298P1', 'cid299P1', 'cid300P1', 'cid301P1',\n",
+       "       'cid302P1', 'cid303P1', 'cid304P1', 'cid305P1', 'cid306P1',\n",
+       "       'cid307P1', 'cid308P1', 'cid309P1', 'cid310P1', 'cid311P1',\n",
+       "       'cid312P1', 'cid313P1', 'cid314P1', 'cid315P1', 'cid316P1',\n",
+       "       'cid317P1', 'cid318P1', 'cid319P1', 'cid320P1', 'cid321P1',\n",
+       "       'cid322P1', 'cid323P1', 'cid324P1', 'cid325P1', 'cid326P1',\n",
+       "       'cid327P1', 'cid328P1', 'cid329P1', 'cid330P1', 'cid331P1',\n",
+       "       'cid332P1', 'cid333P1', 'cid334P1', 'cid335P1', 'cid336P1',\n",
+       "       'cid337P1', 'cid338P1', 'cid339P1', 'cid340P1', 'cid341P1',\n",
+       "       'cid342P1', 'cid343P1', 'cid344P1', 'cid345P1', 'cid346P1',\n",
+       "       'cid347P1', 'cid348P1', 'cid349P1', 'cid350P1', 'cid351P1',\n",
+       "       'cid352P1', 'cid353P1', 'cid354P1', 'cid355P1', 'cid356P1',\n",
+       "       'cid357P1', 'cid358P1', 'cid359P1', 'cid360P1', 'cid361P1',\n",
+       "       'cid362P1', 'cid363P1', 'cid364P1', 'cid365P1', 'cid366P1',\n",
+       "       'cid367P1', 'cid368P1', 'cid369P1', 'cid370P1', 'cid371P1',\n",
+       "       'cid372P1', 'cid373P1', 'cid374P1', 'cid375P1', 'cid376P1',\n",
+       "       'cid377P1', 'cid378P1', 'cid379P1', 'cid380P1', 'cid381P1',\n",
+       "       'cid382P1', 'cid383P1', 'cid384P1', 'cid385P1', 'cid386P1',\n",
+       "       'cid387P1', 'cid388P1', 'cid389P1', 'cid390P1', 'cid391P1',\n",
+       "       'cid392P1', 'cid393P1', 'cid394P1', 'cid395P1', 'cid396P1',\n",
+       "       'cid397P1', 'cid398P1', 'cid399P1', 'cid400P1', 'cid401P1',\n",
+       "       'cid402P1', 'cid403P1', 'cid404P1', 'cid405P1', 'cid406P1',\n",
+       "       'cid407P1', 'cid408P1', 'cid409P1', 'cid410P1', 'cid411P1',\n",
+       "       'cid412P1', 'cid413P1', 'cid414P1', 'cid415P1', 'cid416P1',\n",
+       "       'cid417P1', 'cid418P1', 'cid419P1', 'cid420P1', 'cid421P1',\n",
+       "       'cid422P1', 'cid423P1', 'cid424P1', 'cid425P1', 'cid426P1',\n",
+       "       'cid427P1', 'cid428P1', 'cid429P1', 'cid430P1', 'cid431P1',\n",
+       "       'cid432P1', 'cid433P1', 'cid434P1', 'cid435P1', 'cid436P1',\n",
+       "       'cid437P1', 'cid438P1', 'cid439P1', 'cid440P1', 'cid441P1',\n",
+       "       'cid442P1', 'cid443P1', 'cid444P1', 'cid445P1', 'cid446P1',\n",
+       "       'cid447P1', 'cid448P1', 'cid449P1', 'cid450P1', 'cid451P1',\n",
+       "       'cid452P1', 'cid453P1', 'cid454P1', 'cid455P1', 'cid456P1',\n",
+       "       'cid457P1', 'cid458P1', 'cid459P1', 'cid460P1', 'cid461P1',\n",
+       "       'cid462P1', 'cid463P1', 'cid464P1', 'cid465P1', 'cid466P1',\n",
+       "       'cid467P1', 'cid468P1', 'cid469P1', 'cid470P1', 'cid471P1',\n",
+       "       'cid472P1', 'cid473P1', 'cid474P1', 'cid475P1', 'cid476P1',\n",
+       "       'cid477P1', 'cid478P1', 'cid479P1', 'cid480P1', 'cid481P1',\n",
+       "       'cid482P1', 'cid483P1', 'cid484P1', 'cid485P1', 'cid486P1',\n",
+       "       'cid487P1', 'cid488P1', 'cid489P1', 'cid490P1', 'cid491P1',\n",
+       "       'cid492P1', 'cid493P1', 'cid494P1', 'cid495P1', 'cid496P1',\n",
+       "       'cid497P1', 'cid498P1', 'cid499P1'], dtype='<U8')
        • covariate_0
          (sample)
          float64
          0.5485 0.2509 ... 1.055 -0.779
          array([ 5.48466278e-01,  2.50912280e-01, -6.38700709e-01,  4.80537418e-01,\n",
+       "        6.18069565e-01,  1.83567553e-01, -5.03508897e-01,  1.42197697e-01,\n",
+       "       -1.00877301e+00,  1.12600847e+00,  1.06794090e+00,  5.33857173e-01,\n",
+       "        3.94271549e-01, -3.57464610e-02, -5.05888500e-02,  7.67691850e-01,\n",
+       "        1.57906694e+00, -4.93921404e-01, -7.66478248e-01, -9.05857761e-01,\n",
+       "       -2.72108608e-01, -4.88693300e-03,  2.85425730e-01, -6.43189173e-01,\n",
+       "       -3.42096625e-01,  6.13864793e-01, -2.09330140e+00,  1.77952534e-01,\n",
+       "       -1.44188676e+00, -1.08576941e+00, -3.65755732e-01, -1.18039065e+00,\n",
+       "       -1.24663684e-01,  1.02660771e+00, -1.23669000e-04,  1.76187138e+00,\n",
+       "       -6.54983259e-01,  5.87485189e-01, -2.39044882e+00,  9.24381139e-01,\n",
+       "        2.67846505e-01,  1.55026399e-01, -8.67394210e-02,  9.87935159e-01,\n",
+       "        1.22982268e+00, -9.75797614e-01, -9.57753338e-01, -2.63972844e-01,\n",
+       "       -2.78345071e-01, -1.53054801e+00, -2.53027946e-01,  2.77050257e-01,\n",
+       "       -3.37818803e-01,  1.31623800e+00,  5.11210304e-01, -7.30989840e-01,\n",
+       "       -5.82193040e-02,  6.93002331e-01, -8.91450659e-01,  2.22968539e+00,\n",
+       "       -2.53752053e-01, -3.87704958e-01,  1.16368773e+00, -1.09107448e+00,\n",
+       "       -9.34021233e-01, -1.27078930e-02, -3.84992646e-01,  1.68620400e-02,\n",
+       "        2.79995489e+00, -9.83036950e-02, -8.32127220e-01, -8.53259179e-01,\n",
+       "       -9.37159108e-01,  1.05419508e+00,  3.09445285e-01, -1.94319130e-01,\n",
+       "       -6.65176215e-01, -2.92618040e-01, -2.69715328e+00, -4.99038609e-01,\n",
+       "       -1.87775339e+00,  8.59752140e-02,  1.09852410e+00, -9.51376095e-01,\n",
+       "        9.56404697e-01, -2.07296000e-03, -1.32774569e+00, -1.59801489e+00,\n",
+       "        3.15730802e-01, -8.61888477e-01,  1.44271256e+00, -5.11777000e-03,\n",
+       "       -1.12247241e+00, -2.06119599e-01,  1.08883757e+00,  4.33524349e-01,\n",
+       "        1.22259189e+00, -1.14127350e+00, -7.44790001e-01,  8.59910476e-01,\n",
+       "       -1.14573225e+00, -4.44446168e-01, -2.16281997e+00, -1.23312394e+00,\n",
+       "        2.22598703e-01,  6.11495514e-01, -2.70103217e-01, -4.76801476e-01,\n",
+       "       -1.06776305e+00, -4.73740662e-01, -7.27034129e-01, -3.40551830e-02,\n",
+       "        3.58622347e-01,  9.16703550e-01,  1.35121890e+00, -8.85755221e-01,\n",
+       "       -1.14404153e+00,  1.87259650e-02,  2.99024525e-01, -3.81726374e-01,\n",
+       "        1.69825601e+00, -6.55890197e-01,  7.52904198e-01, -8.69011170e-01,\n",
+       "        1.80868296e-01, -3.39623834e-01, -1.15383435e+00,  1.52012961e+00,\n",
+       "        8.10891290e-02,  1.19613367e-01,  8.62013759e-01, -1.81959527e+00,\n",
+       "        1.47364784e-01, -3.20948585e-01,  7.23862416e-01, -1.35344066e+00,\n",
+       "        2.72771967e+00,  1.79854641e-01, -4.03501339e-01, -9.84370066e-01,\n",
+       "       -4.96772060e-01, -5.76796031e-01, -9.97515507e-01,  5.20064537e-01,\n",
+       "       -2.71923202e-01, -1.93472466e+00,  6.05701445e-01, -1.05048750e+00,\n",
+       "       -1.12993084e+00,  2.98753936e-01, -5.66371091e-01, -5.44321003e-01,\n",
+       "       -4.86400153e-01,  3.74284496e-01,  2.07283754e-01, -7.59627330e-01,\n",
+       "       -9.02484605e-01,  1.27609400e+00,  1.91011451e+00, -1.01259714e+00,\n",
+       "        9.98825040e-02, -1.59478812e+00, -1.98498591e+00,  9.87098990e-01,\n",
+       "       -2.38922148e-01,  1.13649316e+00, -1.77958760e+00,  1.31822646e+00,\n",
+       "        5.28523240e-02,  1.75079500e-02,  1.45234980e+00,  1.75819001e+00,\n",
+       "       -1.37432379e-01, -6.61826166e-01,  8.12083814e-01,  1.28357622e+00,\n",
+       "       -4.19652548e-01,  1.54778561e+00, -5.34617500e-03,  1.38174044e+00,\n",
+       "        6.97025472e-01, -1.82713339e+00, -6.40693070e-02,  1.54677694e-01,\n",
+       "        1.38387535e+00, -1.87054921e+00, -4.38687448e-01, -7.42198700e-01,\n",
+       "        1.25151752e+00, -8.39244338e-01, -6.48393836e-01, -2.26195658e+00,\n",
+       "       -8.23517633e-01,  1.14341663e+00, -1.08239134e+00,  1.65952727e+00,\n",
+       "       -1.14821202e+00,  8.22631524e-01, -6.22490150e-02, -1.35466144e-01,\n",
+       "       -9.54607645e-01, -2.77249317e-01,  9.81876408e-01,  3.93535936e-01,\n",
+       "        7.20506160e-01, -1.25470853e+00,  6.06144189e-01, -1.61818062e-01,\n",
+       "        7.16038040e-02, -3.76990900e-01, -1.44543917e-01,  4.41063834e-01,\n",
+       "       -1.25951377e+00,  2.57960450e-02, -6.72954322e-01, -6.26522692e-01,\n",
+       "        1.43830530e+00,  3.93578430e-01, -2.06252872e-01,  4.72033005e-01,\n",
+       "       -5.77295262e-01, -6.75429795e-01,  1.27146128e+00, -3.57366600e-02,\n",
+       "       -6.22592163e-01, -1.20762535e+00,  4.21554863e-01,  7.75387897e-01,\n",
+       "       -8.79519135e-01, -7.84330982e-01, -9.63012467e-01,  1.17169334e+00,\n",
+       "       -5.74262681e-01,  1.74825495e+00,  4.98272467e-01,  1.65144229e-01,\n",
+       "       -1.78508812e+00, -8.08630109e-01,  1.83383153e-01,  6.97726410e-01,\n",
+       "       -1.84205351e-01,  7.70471949e-01, -1.66692475e+00, -1.45679756e-01,\n",
+       "        1.96019405e-01,  7.98875990e-02,  8.23791901e-01, -1.20358314e+00,\n",
+       "        7.88539970e-01, -9.44730514e-01,  4.92809481e-01,  1.09566079e-01,\n",
+       "       -2.13360700e+00, -1.20028370e-01,  1.39648269e+00, -2.67190817e+00,\n",
+       "        5.86044188e-01,  1.39483983e+00, -7.54259423e-01, -1.20446677e+00,\n",
+       "       -2.78104318e-01,  6.86954212e-01, -1.41195581e+00, -7.28607772e-01,\n",
+       "       -1.18785714e+00,  4.71266874e-01, -2.79148737e+00,  2.21299214e-01,\n",
+       "       -4.12378453e-01, -1.26993640e+00, -4.47289512e-01, -1.36995327e+00,\n",
+       "        1.52780114e+00,  1.49390777e-01, -2.12672081e+00, -5.59108036e-01,\n",
+       "        4.55106468e-01,  8.91218032e-01, -3.47932179e-01, -1.31778755e+00,\n",
+       "        3.21136780e-02, -1.40456884e+00, -5.58162252e-01,  1.22830700e+00,\n",
+       "       -5.82555254e-01,  4.01984715e-01,  1.12111821e+00,  6.69588852e-01,\n",
+       "        8.41562820e-01,  6.36955506e-01,  3.71061293e-01,  1.26313400e-01,\n",
+       "       -8.56317057e-01, -1.21408256e+00, -1.07564432e-01, -3.30750271e+00,\n",
+       "       -6.38826270e-01, -2.59067297e-01, -5.35598841e-01, -4.22692730e-02,\n",
+       "        3.18956453e-01, -5.77688955e-01,  3.14088727e-01,  4.37250814e-01,\n",
+       "       -4.40606985e-01, -2.72882916e-01, -1.02811819e+00,  6.15447942e-01,\n",
+       "        1.07179428e+00, -5.95513462e-01,  6.60828644e-01, -1.49971407e+00,\n",
+       "       -2.17547846e+00,  4.23305627e-01,  3.41586901e-01, -8.86793441e-01,\n",
+       "       -8.67065963e-01,  2.87432697e-01, -5.74209597e-01, -1.21804644e+00,\n",
+       "       -1.10720250e+00,  3.55899472e-01, -1.84623844e+00, -1.03227897e-01,\n",
+       "       -3.59917072e-01,  6.42539599e-01, -7.39805262e-01, -6.93687979e-01,\n",
+       "        1.32571093e-01, -8.37497752e-01,  1.00926499e+00, -3.46081539e-01,\n",
+       "        4.85040141e-01, -4.84518072e-01, -8.34292047e-01,  1.04984186e+00,\n",
+       "       -1.20562022e+00,  5.28219486e-01, -1.98409466e-01,  4.89704671e-01,\n",
+       "       -2.42544109e+00,  3.67288274e-01, -1.59814224e+00,  2.26950100e-01,\n",
+       "       -1.32427575e-01,  6.16435303e-01, -6.81833940e-02, -3.85058959e-01,\n",
+       "        7.87711642e-01,  9.40707734e-01,  1.10650656e+00, -8.69899143e-01,\n",
+       "       -4.68128250e-02, -6.79276878e-01,  1.02591167e-01,  6.41025477e-01,\n",
+       "        9.60883458e-01, -6.04364198e-01,  5.09762350e-02,  3.61264330e-01,\n",
+       "       -1.47595649e+00, -1.42543739e+00, -7.17952163e-01,  4.41876920e-02,\n",
+       "       -1.84317401e+00, -2.20345992e-01,  4.04191225e-01,  1.23792232e+00,\n",
+       "        3.67986670e-01,  3.08501116e-01,  1.62887056e+00,  9.39350682e-01,\n",
+       "        8.33600998e-01,  6.77810991e-01, -1.35031991e+00, -3.33555970e-02,\n",
+       "        2.44686897e-01,  5.37753972e-01, -6.65838465e-01,  5.89814049e-01,\n",
+       "       -9.97634757e-01, -6.76576713e-01,  3.45053789e-01,  2.98932914e-01,\n",
+       "       -1.29944052e+00,  2.42162905e+00,  1.91850071e+00, -5.47313696e-01,\n",
+       "        3.14003109e-01,  1.77683570e+00, -1.93101820e-02,  2.65813113e+00,\n",
+       "       -1.15145658e+00,  2.74516918e+00,  1.42447534e+00,  5.46694245e-01,\n",
+       "       -1.83303510e-01,  1.08767642e+00,  1.27711912e+00,  2.23841409e-01,\n",
+       "        1.12864542e+00, -8.73941939e-01,  1.12143923e+00, -2.04230414e+00,\n",
+       "        3.55767460e-01, -6.94247470e-01,  7.01898912e-01,  7.96239287e-01,\n",
+       "        2.28193992e-01,  5.33215233e-01, -2.02715834e+00,  6.21119103e-01,\n",
+       "       -1.14827587e-01, -1.10641484e+00,  2.20480369e-01, -6.92278501e-01,\n",
+       "        8.30422545e-01, -4.97633690e-01,  8.57330234e-01, -6.25502119e-01,\n",
+       "        5.23695497e-01,  9.53845861e-01,  2.75523782e+00, -7.06135068e-01,\n",
+       "       -2.21098476e+00, -6.47561133e-01,  1.01399810e+00,  1.17934510e-02,\n",
+       "       -1.44039336e+00,  1.06011239e+00,  2.52732419e-01, -1.06652773e+00,\n",
+       "        1.55758462e+00, -5.22069217e-01,  1.04865787e+00, -1.60938596e+00,\n",
+       "       -9.69175034e-01, -9.14153579e-01,  3.46810804e-01,  3.95900960e-01,\n",
+       "        1.38761871e-01, -2.35211843e-01, -8.63716268e-01, -3.53845034e-01,\n",
+       "        7.75844290e-01,  6.42781280e-01, -1.56482908e+00, -3.17478124e+00,\n",
+       "        5.44067672e-01,  5.33883518e-01, -5.10952950e-02,  2.32840997e+00,\n",
+       "        2.10496300e-03,  6.72351469e-01,  3.71551955e-01,  1.66726143e+00,\n",
+       "       -3.38796625e-01,  3.75961143e-01,  7.52208327e-01, -9.29773484e-01,\n",
+       "        1.41790603e-01,  1.36008176e+00, -1.20984345e+00, -4.05269704e-01,\n",
+       "       -1.28431522e-01,  1.33182405e+00, -1.90241025e-01, -8.32311090e-01,\n",
+       "        1.35715093e+00,  3.71655792e-01, -1.46833672e+00,  1.00981298e+00,\n",
+       "       -1.78199991e-01,  1.24118472e+00, -1.38596768e+00, -1.09152735e+00,\n",
+       "        4.77638373e-01,  2.19199296e-01, -4.54780850e-02,  6.59759502e-01,\n",
+       "       -2.61517837e-01,  1.35896379e+00,  1.98822502e+00, -2.51071210e-01,\n",
+       "       -9.79648166e-01,  5.20111323e-01, -1.44623119e+00,  2.41234158e+00,\n",
+       "       -3.16645435e-01, -6.93653891e-01,  1.18280252e+00, -1.93070408e-01,\n",
+       "        7.12123803e-01,  6.62298675e-01,  6.22167389e-01, -5.50366931e-01,\n",
+       "       -1.44458300e-01, -6.23505017e-01,  1.05493926e+00, -7.78997683e-01])
        • phenotype_0
          (sample)
          float64
          0.4853 -0.2077 ... -0.8066 -1.73
          array([ 4.85339514e-01, -2.07698457e-01,  1.49090841e+00, -1.21289967e+00,\n",
+       "        4.29320343e-01,  7.10949240e-01, -1.16923538e+00,  1.16788747e-01,\n",
+       "        8.24617540e-01,  9.40848575e-01, -1.37849554e-01, -4.63825241e-01,\n",
+       "       -8.79120826e-01,  1.34283705e+00,  6.08668127e-01,  6.01472377e-01,\n",
+       "       -8.38978544e-01,  1.48311441e+00,  3.56414483e-01,  1.84012532e+00,\n",
+       "        2.54929073e-01,  6.84303971e-01, -1.02131013e+00,  1.17680234e+00,\n",
+       "        6.38884939e-01,  8.30022564e-01,  1.66306057e-01,  9.78645676e-01,\n",
+       "       -8.44198134e-01,  9.17335826e-01, -6.59467094e-01, -9.14012717e-01,\n",
+       "        5.20543587e-01,  8.34969832e-01,  6.07350850e-01,  7.86063039e-01,\n",
+       "       -5.76140513e-01, -3.61063100e-02, -9.52583895e-01,  4.36975876e-01,\n",
+       "       -1.30080044e+00,  9.32996133e-01,  5.52146109e-01, -1.99712674e+00,\n",
+       "        1.59553978e-01, -3.35128648e-01, -7.44545957e-01,  3.28300495e-01,\n",
+       "       -4.56841771e-02, -7.79161463e-01,  6.80189066e-01, -9.22300280e-01,\n",
+       "        1.42881542e-01, -5.04895354e-02,  3.32629529e-01, -8.27681632e-01,\n",
+       "       -1.24536915e+00,  2.91460161e-01, -3.70471868e-02, -1.15616867e+00,\n",
+       "       -1.32263346e-01,  3.16871613e-01, -9.93725372e-01,  1.83207964e-02,\n",
+       "        1.94898864e-01, -2.21774105e+00, -7.23089982e-01,  8.03143551e-01,\n",
+       "        3.30556700e-01, -6.39510129e-01, -5.89580414e-01, -1.42527042e+00,\n",
+       "        1.74942227e+00,  7.58371615e-01, -7.45081520e-01, -1.00139047e-01,\n",
+       "        1.91450814e+00,  1.28876695e+00,  1.68159756e-01, -6.92291503e-01,\n",
+       "       -3.59597972e-01, -1.33598632e+00, -1.11349187e+00,  7.53078775e-01,\n",
+       "        2.74660788e+00,  1.73635438e+00,  6.16201356e-01,  2.23165527e-01,\n",
+       "       -7.65558404e-02, -2.31848470e-01,  1.68238748e+00, -1.89730807e+00,\n",
+       "        2.09959020e-02,  8.79080117e-01,  6.06511992e-02,  1.03039084e+00,\n",
+       "       -3.92507210e-01,  4.87791636e-01,  6.02883547e-01,  1.56778343e-01,\n",
+       "        1.76939916e+00,  6.56051152e-01,  8.73668001e-02,  1.87767465e-01,\n",
+       "        1.15743956e+00, -1.15500645e-01,  2.22503467e-01, -1.40554093e-01,\n",
+       "        4.34761962e-01,  1.12539375e+00, -1.40241006e-01,  1.44306243e+00,\n",
+       "        1.32917205e+00,  3.37805203e-01, -2.42214554e-01, -5.53843545e-01,\n",
+       "        9.03810862e-02,  1.16368401e+00, -2.33253566e-01, -5.87852808e-01,\n",
+       "        8.64196675e-01,  2.37780902e+00,  9.43045757e-01,  2.01673254e-01,\n",
+       "       -5.22557237e-01,  1.89996780e+00,  4.89700121e-01,  1.82109081e+00,\n",
+       "        2.21429262e+00,  5.94905686e-01,  3.16508243e-01,  1.21332314e+00,\n",
+       "       -5.66073076e-01,  7.39389458e-02,  4.16131481e-01,  3.00521676e-01,\n",
+       "       -9.53390235e-01,  2.79893933e-01,  4.13164384e-01, -3.18436074e-02,\n",
+       "       -7.28416965e-01,  4.24042450e-01, -5.74712649e-01,  1.86759915e+00,\n",
+       "       -1.23023222e-01,  2.47296570e+00,  5.63752702e-01, -2.07404467e-01,\n",
+       "       -1.25639491e+00, -6.79841256e-01,  5.97603228e-01,  5.12550997e-02,\n",
+       "       -1.70571270e-03, -2.97175767e-01, -8.30465709e-01, -1.01355641e+00,\n",
+       "        4.38286596e-01,  7.52862006e-02,  1.33686060e+00,  7.55981207e-01,\n",
+       "       -5.31540303e-02,  8.85179710e-01,  6.99045134e-01, -1.25225755e+00,\n",
+       "        3.13539595e-01, -1.10481204e+00,  2.13866246e-01, -2.56421204e-01,\n",
+       "        7.75261682e-01,  1.24208805e+00, -1.52810351e+00, -5.81294607e-01,\n",
+       "        6.13618578e-01,  1.31183771e+00,  6.74383172e-02, -5.93712590e-02,\n",
+       "       -3.68992127e+00,  9.69506985e-01, -4.81006890e-01,  4.36706171e-01,\n",
+       "        1.22683396e+00, -1.29950308e+00, -1.46518267e-01,  5.42402618e-01,\n",
+       "       -1.79128872e+00, -2.46606398e+00, -8.24310550e-01, -3.07913975e+00,\n",
+       "       -5.33488582e-01,  1.63578257e+00,  3.28190178e-01,  3.00330145e-01,\n",
+       "        1.66012604e-01, -9.72922452e-03, -8.79638394e-01,  8.07283054e-01,\n",
+       "        1.48200225e+00, -9.02690852e-01, -1.27939892e+00, -5.82065660e-01,\n",
+       "       -2.09757781e+00, -2.02469786e+00, -7.22252260e-01,  2.92654662e-02,\n",
+       "        8.44219851e-01,  7.64565419e-01,  5.18562717e-01, -1.64687741e-01,\n",
+       "       -4.03436362e-01, -1.31581129e-01,  5.33284519e-01, -3.16182545e-01,\n",
+       "       -9.53241771e-01, -3.60140092e-02,  1.39911337e+00,  7.63383492e-01,\n",
+       "       -8.68371539e-01,  5.99342003e-01, -6.84603900e-01, -1.64783167e+00,\n",
+       "        6.47034455e-01,  8.19289444e-01,  3.48421418e-01,  3.39775273e-01,\n",
+       "       -3.10228906e-01,  1.14156022e+00,  1.16750450e+00,  1.56168139e-01,\n",
+       "       -1.21159828e+00,  5.87035311e-01, -1.49287964e-01,  3.80139163e-01,\n",
+       "       -7.54176325e-01,  2.66912321e+00,  5.10313605e-01, -2.68373967e-01,\n",
+       "        1.61663654e+00,  2.32524204e-01,  1.60554477e+00, -3.29068297e-01,\n",
+       "       -1.14698507e+00, -4.63573259e-02, -6.12585143e-01, -8.81771217e-01,\n",
+       "        1.15104096e+00,  1.16900223e+00, -1.41394979e-01, -8.01494140e-01,\n",
+       "        1.72516192e-02,  8.20495142e-01, -1.02948019e+00,  1.05637292e-01,\n",
+       "        4.61527335e-01, -2.59204249e-01,  1.81386764e-01, -1.43216156e+00,\n",
+       "       -1.26098533e+00,  1.77408398e+00, -1.26335600e-01,  1.71897879e+00,\n",
+       "        8.96423913e-02, -2.75378148e+00, -1.42157101e+00, -1.15741069e+00,\n",
+       "        5.23057040e-02,  1.17226269e+00, -7.97102637e-02, -1.23417647e-01,\n",
+       "        2.47511401e+00,  1.96260152e-01, -2.03791684e+00,  1.04008831e+00,\n",
+       "       -3.49744047e-02,  1.04633352e+00, -2.38381487e-01,  3.80324627e-01,\n",
+       "       -1.17384156e+00,  2.47418829e-01,  1.74387701e-01, -3.99858565e-01,\n",
+       "       -3.90250393e-01, -1.52315998e+00, -3.64113896e-02,  5.67189910e-01,\n",
+       "        8.72898077e-01,  1.58054879e-01, -5.03879209e-01, -9.81911333e-01,\n",
+       "       -2.64262623e+00, -3.99923074e-02,  6.04571541e-01,  3.81922586e-01,\n",
+       "        7.18557892e-01, -6.17369110e-01,  1.09226977e+00,  5.78400628e-01,\n",
+       "        1.50881176e+00,  4.58616992e-01, -4.88384667e-01,  7.75159420e-01,\n",
+       "       -7.99772907e-01,  2.84124215e-01, -8.95228038e-01, -2.73927200e-01,\n",
+       "        1.03994076e+00,  4.44355118e-01, -5.76116770e-02,  3.44994500e-01,\n",
+       "       -3.65109346e-01, -7.14999965e-01, -1.49762308e+00, -3.11713976e-01,\n",
+       "       -1.75523394e+00, -8.88966497e-01, -1.12952833e+00, -3.10440498e-01,\n",
+       "       -5.98591029e-01, -8.78017714e-02,  1.29077042e-01,  1.00505423e+00,\n",
+       "        2.74128335e-01, -1.30187763e+00, -1.16060752e+00,  1.43748963e+00,\n",
+       "       -2.98597748e-02,  5.81550677e-01, -3.80368321e-01, -1.86442407e-01,\n",
+       "        5.17206429e-01, -6.81784296e-01, -8.68771328e-01,  2.80827961e-02,\n",
+       "       -1.30463067e+00, -9.41052793e-03,  5.67554617e-01, -5.31039867e-02,\n",
+       "        1.48528660e-01, -1.19340037e+00,  4.35158024e-01,  1.19984077e+00,\n",
+       "        1.40228597e-01,  4.26821836e-01,  3.76023363e-01, -1.71071257e-01,\n",
+       "       -1.15577490e+00, -2.28223334e+00,  1.35927842e+00, -1.58090417e+00,\n",
+       "       -1.10880727e-01,  7.40424600e-01,  3.73499862e-02, -6.88165461e-01,\n",
+       "       -2.22896889e+00, -1.37257569e-01,  1.81696732e+00, -1.23870099e+00,\n",
+       "        3.59430943e-01, -2.14667619e-01,  7.72474962e-01,  4.95148183e-01,\n",
+       "        1.82984991e-01, -1.79936993e-01, -6.79573233e-01,  2.91653917e-01,\n",
+       "        8.41063859e-01,  5.10768500e-02,  1.45379563e+00, -8.68694903e-01,\n",
+       "        1.06015464e+00, -1.02682127e+00,  6.61118343e-01,  3.06518517e-01,\n",
+       "       -1.74634420e+00,  9.00928026e-02, -2.69689627e+00,  3.66936767e-01,\n",
+       "       -5.97394926e-01, -2.53039826e-01, -1.82069571e+00, -2.71865534e+00,\n",
+       "        3.86844323e-01, -6.06625330e-01,  4.62834011e-01, -7.79061594e-01,\n",
+       "       -8.30994929e-01, -3.29247585e-01,  1.01668249e-03, -1.92369182e+00,\n",
+       "        7.14026380e-02, -1.07797451e+00, -1.42929833e+00, -1.26474332e+00,\n",
+       "       -1.70200911e+00,  1.17754158e+00,  7.46556906e-02, -6.42883227e-01,\n",
+       "        1.02471550e+00, -2.06883042e-01,  5.32236139e-01, -1.60717281e+00,\n",
+       "        1.36194955e+00, -2.26191045e-01, -2.08228734e+00, -1.60850122e-01,\n",
+       "       -4.22688528e-01, -4.59340547e-01, -1.79056518e+00, -2.20390149e-01,\n",
+       "        8.51183057e-01,  6.01106701e-01,  4.34330751e-01, -1.47948287e-01,\n",
+       "        6.22780556e-01, -9.18331028e-01,  3.67387322e-01,  1.34038084e+00,\n",
+       "        1.33302602e+00,  2.42469587e-01,  4.19917423e-01,  9.50635208e-01,\n",
+       "       -6.95132295e-01, -3.56654813e+00,  9.80780372e-01,  2.52081030e-01,\n",
+       "        3.13842555e-01, -8.37615030e-02,  8.21276504e-01, -8.16237147e-01,\n",
+       "        4.43575762e-01,  6.94805268e-01, -9.81980195e-01,  7.73795158e-01,\n",
+       "        3.13917427e+00, -1.71408069e+00, -5.87499456e-01, -4.90192712e-01,\n",
+       "        2.90074287e-01, -6.42302641e-01, -2.80901396e-03, -5.79397493e-01,\n",
+       "       -1.17806184e+00,  5.27161395e-01,  4.27115734e-01,  2.78699725e-01,\n",
+       "       -7.80553190e-01, -1.03561090e+00,  2.48282760e-01,  2.16395197e-01,\n",
+       "       -1.28379162e+00, -1.13603693e+00, -1.77119476e-01, -7.40733775e-01,\n",
+       "        1.85125878e-01, -8.51316453e-02,  1.04890152e+00, -1.28409746e-01,\n",
+       "       -7.92873698e-01,  1.90599301e+00, -5.97949410e-01,  1.40172547e-01,\n",
+       "        1.41816714e+00,  8.06090855e-02, -3.30715321e-01,  8.31835982e-01,\n",
+       "        1.14413994e+00,  1.79939886e-01,  8.62602119e-01,  1.50274829e+00,\n",
+       "       -2.56499587e-01,  2.69118212e-02,  2.62636808e-01, -1.50754080e-01,\n",
+       "        1.29712064e+00,  5.03818823e-01, -7.88287977e-01, -4.58943843e-02,\n",
+       "        1.37240701e-01, -4.28329032e+00, -5.68100129e-01,  4.13066964e-01,\n",
+       "        1.31244021e+00,  4.52790619e-01,  5.01748788e-01, -4.73537570e-01,\n",
+       "       -8.42603883e-02,  1.05765134e-01, -1.95944662e-01, -2.11818096e-01,\n",
+       "        6.37283862e-01,  1.21698105e+00, -5.82273541e-01,  1.08118939e+00,\n",
+       "        5.39912079e-01, -5.95677394e-01,  2.85100290e-01, -2.77026523e-01,\n",
+       "        1.31535392e-01,  1.78941981e+00, -8.06594039e-01, -1.73021401e+00])
        • variant_id
          (variant)
          <U20
          'snp625_m0_.03m1_.07' ... 'snp124_m0_.23m1_.08'
          array(['snp625_m0_.03m1_.07', 'snp1750_m0_.02m1_.04', 'snp0_m0_.37m1_.24',\n",
+       "       ..., 'snp122_m0_.26m1_.34', 'snp123_m0_.41m1_.47',\n",
+       "       'snp124_m0_.23m1_.08'], dtype='<U20')
        • contig
          (variant)
          int64
          1 1 1 1 1 1 1 1 ... 5 5 5 5 5 5 5 5
          array([1, 1, 1, ..., 5, 5, 5])
        • pos
          (variant)
          int64
          0 1 2 3 4 ... 4996 4997 4998 4999
          array([   0,    1,    2, ..., 4997, 4998, 4999])
      " + ], + "text/plain": [ + "\n", + "Dimensions: (sample: 500, variant: 5000)\n", + "Dimensions without coordinates: sample, variant\n", + "Data variables:\n", + " data (variant, sample) int8 0 0 0 0 0 0 0 0 0 ... 0 0 0 0 0 0 0 0 0\n", + " sample_id (sample) \n", + "\n", + "\n", + "Show/Hide data repr\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Show/Hide attributes\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
      xarray.Dataset
        • sample: 500
        • variant: 5000
          • data
            (variant, sample)
            int8
            ...
            [2500000 values with dtype=int8]
          • variant_id
            (variant)
            object
            ...
            array(['snp625_m0_.03m1_.07', 'snp1750_m0_.02m1_.04', 'snp0_m0_.37m1_.24', ...,\n",
+       "       'snp122_m0_.26m1_.34', 'snp123_m0_.41m1_.47', 'snp124_m0_.23m1_.08'],\n",
+       "      dtype=object)
          • contig
            (variant)
            int32
            ...
            array([1, 1, 1, ..., 5, 5, 5], dtype=int32)
          • pos
            (variant)
            int32
            ...
            array([   0,    1,    2, ..., 4997, 4998, 4999], dtype=int32)
          • sample_id
            (sample)
            object
            ...
            array(['cid0P0', 'cid1P0', 'cid2P0', ..., 'cid497P1', 'cid498P1', 'cid499P1'],\n",
+       "      dtype=object)
          • covariate_0
            (sample)
            float64
            ...
            array([ 0.548466,  0.250912, -0.638701, ..., -0.623505,  1.054939, -0.778998])
          • phenotype_0
            (sample)
            float64
            ...
            array([ 0.48534 , -0.207698,  1.490908, ...,  1.78942 , -0.806594, -1.730214])
        " + ], + "text/plain": [ + "\n", + "Dimensions: (sample: 500, variant: 5000)\n", + "Dimensions without coordinates: sample, variant\n", + "Data variables:\n", + " data (variant, sample) int8 ...\n", + " variant_id (variant) object ...\n", + " contig (variant) int32 ...\n", + " pos (variant) int32 ...\n", + " sample_id (sample) object ...\n", + " covariate_0 (sample) float64 ...\n", + " phenotype_0 (sample) float64 ..." + ] + }, + "execution_count": 55, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "xr.open_dataset('data.nc')" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.7" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/tests/notebooks/synth-01/README.md b/tests/notebooks/synth-01/README.md new file mode 100644 index 00000000..f4af6603 --- /dev/null +++ b/tests/notebooks/synth-01/README.md @@ -0,0 +1,5 @@ +### FaST-LMM Synthetic Data Export 01 + +Export results and data from first example in: https://nbviewer.jupyter.org/github/fastlmm/FaST-LMM/blob/master/doc/ipynb/FaST-LMM.ipynb + +The model parameterization is modified slightly in this case to disable LOCO fitting for proximal contamination control as well as heritability parameter optimization (the parameter is provided rather than optimized for). This should make discrepancies with alternative implementations smaller. diff --git a/tests/notebooks/synth-01/data.nc b/tests/notebooks/synth-01/data.nc new file mode 100644 index 00000000..fa14a140 Binary files /dev/null and b/tests/notebooks/synth-01/data.nc differ diff --git a/tests/notebooks/synth-01/experiments.ipynb b/tests/notebooks/synth-01/experiments.ipynb new file mode 100644 index 00000000..1e775adf --- /dev/null +++ b/tests/notebooks/synth-01/experiments.ipynb @@ -0,0 +1,1583 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [], + "source": [ + "!pip install -q xarray zarr \n", + "import xarray as xr\n", + "import numpy as np\n", + "import pandas as pd\n", + "import statsmodels.api as sm" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + "Show/Hide data repr\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Show/Hide attributes\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
        xarray.Dataset
          • sample: 500
          • variant: 5000
            • data
              (variant, sample)
              int8
              ...
              [2500000 values with dtype=int8]
            • variant_id
              (variant)
              object
              ...
              array(['snp625_m0_.03m1_.07', 'snp1750_m0_.02m1_.04', 'snp0_m0_.37m1_.24', ...,\n",
+       "       'snp122_m0_.26m1_.34', 'snp123_m0_.41m1_.47', 'snp124_m0_.23m1_.08'],\n",
+       "      dtype=object)
            • contig
              (variant)
              int32
              ...
              array([1, 1, 1, ..., 5, 5, 5], dtype=int32)
            • pos
              (variant)
              int32
              ...
              array([   0,    1,    2, ..., 4997, 4998, 4999], dtype=int32)
            • sample_id
              (sample)
              object
              ...
              array(['cid0P0', 'cid1P0', 'cid2P0', ..., 'cid497P1', 'cid498P1', 'cid499P1'],\n",
+       "      dtype=object)
            • covariate_0
              (sample)
              float64
              ...
              array([ 0.548466,  0.250912, -0.638701, ..., -0.623505,  1.054939, -0.778998])
            • phenotype_0
              (sample)
              float64
              ...
              array([ 0.48534 , -0.207698,  1.490908, ...,  1.78942 , -0.806594, -1.730214])
          " + ], + "text/plain": [ + "\n", + "Dimensions: (sample: 500, variant: 5000)\n", + "Dimensions without coordinates: sample, variant\n", + "Data variables:\n", + " data (variant, sample) int8 ...\n", + " variant_id (variant) object ...\n", + " contig (variant) int32 ...\n", + " pos (variant) int32 ...\n", + " sample_id (sample) object ...\n", + " covariate_0 (sample) float64 ...\n", + " phenotype_0 (sample) float64 ..." + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds = xr.open_dataset('data.nc')\n", + "ds" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
          \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
          sid_indexSNPChrGenDistChrPosPValueSnpWeightSnpWeightSESnpFractVarExplMixingNullh2
          04052snp495_m0_.01m1_.045405240527.108119e-24-0.4304180.0405360.4300040.00.0
          12392snp1422_m0_.49m1_.53239223921.285284e-210.4097570.0409270.4096760.00.0
          22650snp1200_m0_.37m1_.363265026501.501531e-13-0.3227660.0424780.3226150.00.0
          32003snp433_m0_.14m1_.113200320038.084090e-100.2712650.0432980.2705440.00.0
          4180snp2504_m0_.49m1_.1511801805.708216e-050.1793420.0441770.1791540.00.0
          \n", + "
          " + ], + "text/plain": [ + " sid_index SNP Chr GenDist ChrPos PValue \\\n", + "0 4052 snp495_m0_.01m1_.04 5 4052 4052 7.108119e-24 \n", + "1 2392 snp1422_m0_.49m1_.5 3 2392 2392 1.285284e-21 \n", + "2 2650 snp1200_m0_.37m1_.36 3 2650 2650 1.501531e-13 \n", + "3 2003 snp433_m0_.14m1_.11 3 2003 2003 8.084090e-10 \n", + "4 180 snp2504_m0_.49m1_.15 1 180 180 5.708216e-05 \n", + "\n", + " SnpWeight SnpWeightSE SnpFractVarExpl Mixing Nullh2 \n", + "0 -0.430418 0.040536 0.430004 0.0 0.0 \n", + "1 0.409757 0.040927 0.409676 0.0 0.0 \n", + "2 -0.322766 0.042478 0.322615 0.0 0.0 \n", + "3 0.271265 0.043298 0.270544 0.0 0.0 \n", + "4 0.179342 0.044177 0.179154 0.0 0.0 " + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df = pd.read_csv('results.csv')\n", + "df.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[4052]])" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.argwhere(ds.variant_id.values == 'snp495_m0_.01m1_.04')" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
          \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
          sid_indexSNPChrGenDistChrPosPValueSnpWeightSnpWeightSESnpFractVarExplMixingNullh2
          04052snp495_m0_.01m1_.045405240527.108119e-24-0.4304180.0405360.4300040.00.0
          \n", + "
          " + ], + "text/plain": [ + " sid_index SNP Chr GenDist ChrPos PValue \\\n", + "0 4052 snp495_m0_.01m1_.04 5 4052 4052 7.108119e-24 \n", + "\n", + " SnpWeight SnpWeightSE SnpFractVarExpl Mixing Nullh2 \n", + "0 -0.430418 0.040536 0.430004 0.0 0.0 " + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.pipe(lambda df: df[df['Chr'] == 5]).pipe(lambda df: df[df['ChrPos'] == 4052])" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
          \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
          sid_indexSNPChrGenDistChrPosPValueSnpWeightSnpWeightSESnpFractVarExplMixingNullh2
          12392snp1422_m0_.49m1_.53239223921.285284e-210.4097570.0409270.4096760.00.0
          \n", + "
          " + ], + "text/plain": [ + " sid_index SNP Chr GenDist ChrPos PValue \\\n", + "1 2392 snp1422_m0_.49m1_.5 3 2392 2392 1.285284e-21 \n", + "\n", + " SnpWeight SnpWeightSE SnpFractVarExpl Mixing Nullh2 \n", + "1 0.409757 0.040927 0.409676 0.0 0.0 " + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.pipe(lambda df: df[df['Chr'] == 3]).pipe(lambda df: df[df['ChrPos'] == 2392])" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[2392]])" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.argwhere(ds.variant_id.values == 'snp1422_m0_.49m1_.5')" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
          \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
          sid_indexSNPChrGenDistChrPosPValueSnpWeightSnpWeightSESnpFractVarExplMixingNullh2
          4180snp2504_m0_.49m1_.1511801800.0000570.1793420.0441770.1791540.00.0
          \n", + "
          " + ], + "text/plain": [ + " sid_index SNP Chr GenDist ChrPos PValue SnpWeight \\\n", + "4 180 snp2504_m0_.49m1_.15 1 180 180 0.000057 0.179342 \n", + "\n", + " SnpWeightSE SnpFractVarExpl Mixing Nullh2 \n", + "4 0.044177 0.179154 0.0 0.0 " + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.pipe(lambda df: df[df['Chr'] == 1]).pipe(lambda df: df[df['ChrPos'] == 180])" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[180]])" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.argwhere(ds.variant_id.values == 'snp2504_m0_.49m1_.15')" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "((500, 5000), (500, 500), (500,), (5000, 5000))" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Xf = ds.data.values.T\n", + "\n", + "Xf = (Xf - Xf.mean(axis=0, keepdims=True)) / (Xf.std(axis=0, keepdims=True))\n", + "\n", + "u, s, v = np.linalg.svd(Xf)\n", + "Xf.shape, u.shape, s.shape, v.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(2.4859660134681223e-13, 379.24053399391164)" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "s.min(), s.max()" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(3, 500)" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#X = ds.data.values[[4052]]\n", + "#X = Xf.T[[4052]]\n", + "#X = Xf.T[[2392]]\n", + "X = Xf.T[[180]]\n", + "\n", + "cov = ds.covariate_0.values[np.newaxis]\n", + "X = np.concatenate((\n", + " X, \n", + " cov,\n", + " np.ones((1,X.shape[1]))\n", + "), axis=0)\n", + "X.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 105, + "metadata": {}, + "outputs": [], + "source": [ + "from fastlmm.inference import lmm_cov \n", + "lmm = lmm_cov.LMM()\n", + "\n", + "# where eigendecomp is done in fastlmm:\n", + "# https://github.com/fastlmm/FaST-LMM/blob/ff183d3aa09c78cf5fdf1961e9241e8a9b9dd172/fastlmm/inference/lmm_cov.py#L84\n", + "# https://github.com/fastlmm/FaST-LMM/blob/master/fastlmm/association/single_snp.py#L550\n", + "Xcov = np.concatenate((\n", + " ds.covariate_0.values[np.newaxis],\n", + " np.ones((1, 500))\n", + "), axis=0)\n", + "lmm = lmm_cov.LMM(\n", + " forcefullrank=True,\n", + " X=Xcov.T, \n", + " Y=ds.phenotype_0.values.reshape(-1, 1), \n", + " #K=ds.data.values.T.astype('float32') @ ds.data.values.astype('float32'), \n", + " K=Xf @ Xf.T,\n", + " G=None, \n", + " inplace=False\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 106, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "((498,), (500, 498))" + ] + }, + "execution_count": 106, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "s_lmm, u_lmm = lmm.getSU()\n", + "s_lmm.shape, u_lmm.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 107, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(2241.6867958327034, 143742.05458977356)" + ] + }, + "execution_count": 107, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "s_lmm.min(), s_lmm.max()" + ] + }, + { + "cell_type": "code", + "execution_count": 108, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(498, 5000)" + ] + }, + "execution_count": 108, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "lmm.rotate(Xf)[0].shape" + ] + }, + { + "cell_type": "code", + "execution_count": 109, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(498, 1)" + ] + }, + "execution_count": 109, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "lmm.getUY()[0].shape" + ] + }, + { + "cell_type": "code", + "execution_count": 110, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(498, 1)" + ] + }, + "execution_count": 110, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "lmm.rotate(Xf)[0][:, [23]].shape" + ] + }, + { + "cell_type": "code", + "execution_count": 111, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(6.180027020118588e-26, 143823.38262398724)" + ] + }, + "execution_count": 111, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "(s[:,np.newaxis]**2).min(), (s[:,np.newaxis]**2).max()" + ] + }, + { + "cell_type": "code", + "execution_count": 135, + "metadata": {}, + "outputs": [], + "source": [ + "def run(ds, idx, lmm):\n", + " Xf = ds.data.values.T\n", + " ni, nv = Xf.shape\n", + " Xf = (Xf - Xf.mean(axis=0, keepdims=True)) / (Xf.std(axis=0, keepdims=True))\n", + " \n", + " s, _ = lmm.getSU()\n", + " Xfr = lmm.rotate(Xf)[0]\n", + " Yr = lmm.getUY()[0][:, 0]\n", + " \n", + " res = []\n", + " for i in idx:\n", + " Xm = Xfr[:, [i]]\n", + " m = sm.WLS(Yr, Xm, weights=1./np.sqrt(s), hasconst=False).fit()\n", + " sid = ds.variant_id.values[i]\n", + " res.append((i, sid, m))\n", + " return pd.DataFrame(res, columns=['i', 'sid', 'm'])" + ] + }, + { + "cell_type": "code", + "execution_count": 142, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Int64Index: 5000 entries, 0 to 4999\n", + "Data columns (total 7 columns):\n", + " # Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 SNP 5000 non-null object \n", + " 1 SnpWeight 5000 non-null float64\n", + " 2 PValue 5000 non-null float64\n", + " 3 i 5000 non-null int64 \n", + " 4 m 5000 non-null object \n", + " 5 beta 5000 non-null float64\n", + " 6 p 5000 non-null float64\n", + "dtypes: float64(4), int64(1), object(2)\n", + "memory usage: 312.5+ KB\n" + ] + } + ], + "source": [ + "dfm = run(ds, np.arange(5000), lmm)\n", + "dfc = pd.merge(df[['SNP', 'SnpWeight', 'PValue']], dfm.rename(columns={'sid': 'SNP'}), on='SNP', how='inner')\n", + "dfc['beta'] = dfc['m'].apply(lambda x: x.params[0])\n", + "dfc['p'] = dfc['m'].apply(lambda x: x.pvalues[0])\n", + "dfc.info()" + ] + }, + { + "cell_type": "code", + "execution_count": 143, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "count 5000.000000\n", + "mean -0.001772\n", + "std 0.021996\n", + "min -0.074882\n", + "25% -0.017357\n", + "50% -0.001473\n", + "75% 0.013566\n", + "max 0.082813\n", + "dtype: float64" + ] + }, + "execution_count": 143, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "(dfc['beta'] - dfc['SnpWeight']).describe()" + ] + }, + { + "cell_type": "code", + "execution_count": 144, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 144, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
          " + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "dfc.plot(kind='scatter', x='beta', y='SnpWeight')" + ] + }, + { + "cell_type": "code", + "execution_count": 145, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 145, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
          " + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "(dfc['beta'] - dfc['SnpWeight']).hist(bins=128)" + ] + }, + { + "cell_type": "code", + "execution_count": 146, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "count 5000.000000\n", + "mean -0.230668\n", + "std 0.698193\n", + "min -4.126438\n", + "25% -0.622272\n", + "50% -0.152654\n", + "75% 0.169319\n", + "max 3.156768\n", + "dtype: float64" + ] + }, + "execution_count": 146, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dfc\\\n", + " .assign(p1=lambda df: -df['p'].apply(np.log))\\\n", + " .assign(p2=lambda df: -df['PValue'].apply(np.log))\\\n", + " .pipe(lambda df: df['p1'] - df['p2'])\\\n", + " .describe()" + ] + }, + { + "cell_type": "code", + "execution_count": 147, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 147, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
          " + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "dfc\\\n", + " .assign(p1=lambda df: -df['p'].apply(np.log))\\\n", + " .assign(p2=lambda df: -df['PValue'].apply(np.log))\\\n", + " .plot(kind='scatter', x='p1', y='p2')" + ] + }, + { + "cell_type": "code", + "execution_count": 148, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 148, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
          " + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "dfc\\\n", + " .assign(p1=lambda df: -df['p'].apply(np.log))\\\n", + " .assign(p2=lambda df: -df['PValue'].apply(np.log))\\\n", + " .pipe(lambda df: df['p1'] - df['p2'])\\\n", + " .plot(kind='hist', bins=128)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "------" + ] + }, + { + "cell_type": "code", + "execution_count": 149, + "metadata": {}, + "outputs": [], + "source": [ + "def run(ds, idx):\n", + " Xf = ds.data.values.T\n", + " ni, nv = Xf.shape\n", + " Xf = (Xf - Xf.mean(axis=0, keepdims=True)) / (Xf.std(axis=0, keepdims=True))\n", + "\n", + " u, s, v = np.linalg.svd(Xf)\n", + " \n", + " cov = ds.covariate_0.values[np.newaxis]\n", + " \n", + " res = []\n", + " for i in idx:\n", + " X = Xf.T[i] \n", + " X = np.concatenate((\n", + " X[np.newaxis], \n", + " cov,\n", + " np.ones((1,ni))\n", + " ), axis=0)\n", + "\n", + " Y = ds.phenotype_0.values\n", + "\n", + " Xp = u.T @ X.T\n", + " Yp = u.T @ Y\n", + " \n", + " m = sm.WLS(Yp, Xp, weights=1./(s), hasconst=True).fit()\n", + " \n", + " sid = ds.variant_id.values[i]\n", + " res.append((i, sid, m))\n", + " return pd.DataFrame(res, columns=['i', 'sid', 'm'])" + ] + }, + { + "cell_type": "code", + "execution_count": 151, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Int64Index: 5000 entries, 0 to 4999\n", + "Data columns (total 7 columns):\n", + " # Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 SNP 5000 non-null object \n", + " 1 SnpWeight 5000 non-null float64\n", + " 2 PValue 5000 non-null float64\n", + " 3 i 5000 non-null int64 \n", + " 4 m 5000 non-null object \n", + " 5 beta 5000 non-null float64\n", + " 6 p 5000 non-null float64\n", + "dtypes: float64(4), int64(1), object(2)\n", + "memory usage: 312.5+ KB\n" + ] + } + ], + "source": [ + "dfm = run(ds, np.arange(5000))\n", + "dfc = pd.merge(df[['SNP', 'SnpWeight', 'PValue']], dfm.rename(columns={'sid': 'SNP'}), on='SNP', how='inner')\n", + "dfc['beta'] = dfc['m'].apply(lambda x: x.params[0])\n", + "dfc['p'] = dfc['m'].apply(lambda x: x.pvalues[0])\n", + "dfc.info()" + ] + }, + { + "cell_type": "code", + "execution_count": 152, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "count 5000.000000\n", + "mean -0.001772\n", + "std 0.021994\n", + "min -0.074857\n", + "25% -0.017352\n", + "50% -0.001479\n", + "75% 0.013563\n", + "max 0.082815\n", + "dtype: float64" + ] + }, + "execution_count": 152, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "(dfc['beta'] - dfc['SnpWeight']).describe()" + ] + }, + { + "cell_type": "code", + "execution_count": 153, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 153, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
          " + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "dfc.plot(kind='scatter', x='beta', y='SnpWeight')" + ] + }, + { + "cell_type": "code", + "execution_count": 154, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 154, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
          " + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "(dfc['beta'] - dfc['SnpWeight']).hist(bins=128)" + ] + }, + { + "cell_type": "code", + "execution_count": 155, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "count 5000.000000\n", + "mean -0.230677\n", + "std 0.698125\n", + "min -4.125827\n", + "25% -0.622239\n", + "50% -0.152603\n", + "75% 0.169677\n", + "max 3.155749\n", + "dtype: float64" + ] + }, + "execution_count": 155, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dfc\\\n", + " .assign(p1=lambda df: -df['p'].apply(np.log))\\\n", + " .assign(p2=lambda df: -df['PValue'].apply(np.log))\\\n", + " .pipe(lambda df: df['p1'] - df['p2'])\\\n", + " .describe()" + ] + }, + { + "cell_type": "code", + "execution_count": 156, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 156, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
          " + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "dfc\\\n", + " .assign(p1=lambda df: -df['p'].apply(np.log))\\\n", + " .assign(p2=lambda df: -df['PValue'].apply(np.log))\\\n", + " .plot(kind='scatter', x='p1', y='p2')" + ] + }, + { + "cell_type": "code", + "execution_count": 157, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 157, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
          " + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "dfc\\\n", + " .assign(p1=lambda df: -df['p'].apply(np.log))\\\n", + " .assign(p2=lambda df: -df['PValue'].apply(np.log))\\\n", + " .pipe(lambda df: df['p1'] - df['p2'])\\\n", + " .plot(kind='hist', bins=128)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.7" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/tests/notebooks/synth-01/export.ipynb b/tests/notebooks/synth-01/export.ipynb new file mode 100644 index 00000000..793a3702 --- /dev/null +++ b/tests/notebooks/synth-01/export.ipynb @@ -0,0 +1,1921 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### FaST-LMM Simulation Export\n", + "\n", + "Export results and data from first example in: https://nbviewer.jupyter.org/github/fastlmm/FaST-LMM/blob/master/doc/ipynb/FaST-LMM.ipynb" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "# import the algorithm\n", + "!pip install -q xarray zarr\n", + "import os\n", + "import os.path as osp\n", + "import numpy as np\n", + "import xarray as xr\n", + "import pandas as pd\n", + "from fastlmm.association import single_snp\n", + "from pysnptools.snpreader import Bed\n", + "repo_dir = \"/work/FaST-LMM\"" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "# set up data\n", + "##############################\n", + "bed_fn = osp.join(repo_dir, \"tests/datasets/synth/all\")\n", + "pheno_fn = osp.join(repo_dir, \"tests/datasets/synth/pheno_10_causals.txt\")\n", + "cov_fn = osp.join(repo_dir, \"tests/datasets/synth/cov.txt\")" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Loading fam file /work/FaST-LMM/tests/datasets/synth/all.fam\n", + "Loading bim file /work/FaST-LMM/tests/datasets/synth/all.bim\n", + "Setting GB_goal to 0.1446951289176941 GB\n", + "reading 5000 SNPs in blocks of 500 and adding up kernels (for 500 individuals)\n", + "bed file is open /work/FaST-LMM/tests/datasets/synth/all.bed\n", + "0.18 seconds elapsed\n", + "h2=0\n", + "single_snp: Working on snp block 0 of 10\n", + "time=0.0727834701538086\n", + "single_snp: Working on snp block 1 of 10\n", + "time=0.028245210647583008\n", + "single_snp: Working on snp block 2 of 10\n", + "time=0.028414249420166016\n", + "single_snp: Working on snp block 3 of 10\n", + "time=0.024550914764404297\n", + "single_snp: Working on snp block 4 of 10\n", + "time=0.026447296142578125\n", + "single_snp: Working on snp block 5 of 10\n", + "time=0.028400182723999023\n", + "single_snp: Working on snp block 6 of 10\n", + "time=0.02503514289855957\n", + "single_snp: Working on snp block 7 of 10\n", + "time=0.027478456497192383\n", + "single_snp: Working on snp block 8 of 10\n", + "time=0.026927709579467773\n", + "single_snp: Working on snp block 9 of 10\n", + "time=0.040212392807006836\n" + ] + } + ], + "source": [ + "# run gwas\n", + "###################################################################\n", + "count_A1 = True\n", + "results_df = single_snp(\n", + " bed_fn, pheno_fn, covar=cov_fn, \n", + " count_A1=count_A1, \n", + " # Force these settings to make parity easier to reach\n", + " leave_out_one_chrom=False, \n", + " h2=0,\n", + " force_full_rank=True\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
          " + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# manhattan plot\n", + "import pylab\n", + "import fastlmm.util.util as flutil\n", + "pylab.rcParams['figure.figsize'] = (10.0, 8.0)#For some reason, need again (appears above too) to get big figures\n", + "flutil.manhattan_plot(results_df[[\"Chr\", \"ChrPos\", \"PValue\"]].values,pvalue_line=1e-5,xaxis_unit_bp=False)\n", + "pylab.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
          \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
          sid_indexSNPChrGenDistChrPosPValueSnpWeightSnpWeightSESnpFractVarExplMixingNullh2
          04052snp495_m0_.01m1_.045405240527.108119e-24-0.4304180.0405360.4300040.00.0
          12392snp1422_m0_.49m1_.53239223921.285284e-210.4097570.0409270.4096760.00.0
          22650snp1200_m0_.37m1_.363265026501.501531e-13-0.3227660.0424780.3226150.00.0
          32003snp433_m0_.14m1_.113200320038.084090e-100.2712650.0432980.2705440.00.0
          4180snp2504_m0_.49m1_.1511801805.708216e-050.1793420.0441770.1791540.00.0
          \n", + "
          " + ], + "text/plain": [ + " sid_index SNP Chr GenDist ChrPos PValue \\\n", + "0 4052 snp495_m0_.01m1_.04 5 4052 4052 7.108119e-24 \n", + "1 2392 snp1422_m0_.49m1_.5 3 2392 2392 1.285284e-21 \n", + "2 2650 snp1200_m0_.37m1_.36 3 2650 2650 1.501531e-13 \n", + "3 2003 snp433_m0_.14m1_.11 3 2003 2003 8.084090e-10 \n", + "4 180 snp2504_m0_.49m1_.15 1 180 180 5.708216e-05 \n", + "\n", + " SnpWeight SnpWeightSE SnpFractVarExpl Mixing Nullh2 \n", + "0 -0.430418 0.040536 0.430004 0.0 0.0 \n", + "1 0.409757 0.040927 0.409676 0.0 0.0 \n", + "2 -0.322766 0.042478 0.322615 0.0 0.0 \n", + "3 0.271265 0.043298 0.270544 0.0 0.0 \n", + "4 0.179342 0.044177 0.179154 0.0 0.0 " + ] + }, + "execution_count": 37, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "results_df.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1" + ] + }, + "execution_count": 38, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "results_df['sid_index'].value_counts().max()" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "4999" + ] + }, + "execution_count": 39, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "results_df['sid_index'].max()" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "5000" + ] + }, + "execution_count": 40, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(results_df)" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "DebugEmitFolds.txt allButChr1.bed chr1.bim\t pheno_10_causals.txt\r\n", + "all.bed\t\t allButChr1.bim chr1.fam\r\n", + "all.bim\t\t allButChr1.fam chr1.sets.txt\r\n", + "all.fam\t\t chr1.bed\t cov.txt\r\n" + ] + } + ], + "source": [ + "!ls /work/FaST-LMM/tests/datasets/synth" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Loading fam file /work/FaST-LMM/tests/datasets/synth/all.fam\n", + "Loading bim file /work/FaST-LMM/tests/datasets/synth/all.bim\n" + ] + }, + { + "data": { + "text/plain": [ + "(500, 5000)" + ] + }, + "execution_count": 42, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "bed = Bed(bed_fn, count_A1=count_A1)\n", + "bed.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "bed file is open /work/FaST-LMM/tests/datasets/synth/all.bed\n" + ] + }, + { + "data": { + "text/plain": [ + "((5000, 500), dtype('int8'))" + ] + }, + "execution_count": 43, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "bed_gt = bed.read(dtype=np.float32, view_ok=False).val.T\n", + "assert bed_gt.min() >= 0\n", + "assert bed_gt.max() <= 2\n", + "bed_gt = bed_gt.astype(np.int8)\n", + "bed_gt.shape, bed_gt.dtype" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[ 1, 0, 0],\n", + " [ 1, 1, 1],\n", + " [ 1, 2, 2],\n", + " ...,\n", + " [ 5, 4997, 4997],\n", + " [ 5, 4998, 4998],\n", + " [ 5, 4999, 4999]])" + ] + }, + "execution_count": 44, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# (chromosome, genetic distance, basepair distance)\n", + "bed.pos" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
          \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
          iidfidv
          0cid0P0cid0P00.485340
          1cid1P0cid1P0-0.207698
          2cid2P0cid2P01.490908
          3cid3P0cid3P0-1.212900
          4cid4P0cid4P00.429320
          \n", + "
          " + ], + "text/plain": [ + " iid fid v\n", + "0 cid0P0 cid0P0 0.485340\n", + "1 cid1P0 cid1P0 -0.207698\n", + "2 cid2P0 cid2P0 1.490908\n", + "3 cid3P0 cid3P0 -1.212900\n", + "4 cid4P0 cid4P0 0.429320" + ] + }, + "execution_count": 45, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_ph = pd.read_csv(pheno_fn, sep='\\s+', names=['iid', 'fid', 'v'])\n", + "assert len(df_ph) == bed_gt.shape[1]\n", + "df_ph.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
          \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
          iidfidv
          0cid0P0cid0P00.548466
          1cid1P0cid1P00.250912
          2cid2P0cid2P0-0.638701
          3cid3P0cid3P00.480537
          4cid4P0cid4P00.618070
          \n", + "
          " + ], + "text/plain": [ + " iid fid v\n", + "0 cid0P0 cid0P0 0.548466\n", + "1 cid1P0 cid1P0 0.250912\n", + "2 cid2P0 cid2P0 -0.638701\n", + "3 cid3P0 cid3P0 0.480537\n", + "4 cid4P0 cid4P0 0.618070" + ] + }, + "execution_count": 46, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_cov = pd.read_csv(cov_fn, sep='\\s+', names=['iid', 'fid', 'v'])\n", + "assert len(df_cov) == bed_gt.shape[1]\n", + "df_cov.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
          \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
          iidfidv
          495cid495P1cid495P1-0.550367
          496cid496P1cid496P1-0.144458
          497cid497P1cid497P1-0.623505
          498cid498P1cid498P11.054939
          499cid499P1cid499P1-0.778998
          \n", + "
          " + ], + "text/plain": [ + " iid fid v\n", + "495 cid495P1 cid495P1 -0.550367\n", + "496 cid496P1 cid496P1 -0.144458\n", + "497 cid497P1 cid497P1 -0.623505\n", + "498 cid498P1 cid498P1 1.054939\n", + "499 cid499P1 cid499P1 -0.778998" + ] + }, + "execution_count": 47, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_cov.tail()" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
          \n", + "\n", + "\n", + "Show/Hide data repr\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Show/Hide attributes\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
          xarray.Dataset
            • sample: 500
            • variant: 5000
              • data
                (variant, sample)
                int8
                0 0 0 0 0 0 0 0 ... 0 0 0 0 0 0 0 0
                array([[0, 0, 0, ..., 0, 0, 0],\n",
+       "       [0, 0, 0, ..., 0, 0, 0],\n",
+       "       [1, 1, 1, ..., 0, 0, 0],\n",
+       "       ...,\n",
+       "       [0, 0, 1, ..., 1, 1, 0],\n",
+       "       [1, 2, 1, ..., 0, 0, 2],\n",
+       "       [0, 0, 1, ..., 0, 0, 0]], dtype=int8)
              • sample_id
                (sample)
                <U8
                'cid0P0' 'cid1P0' ... 'cid499P1'
                array(['cid0P0', 'cid1P0', 'cid2P0', 'cid3P0', 'cid4P0', 'cid5P0',\n",
+       "       'cid6P0', 'cid7P0', 'cid8P0', 'cid9P0', 'cid10P0', 'cid11P0',\n",
+       "       'cid12P0', 'cid13P0', 'cid14P0', 'cid15P0', 'cid16P0', 'cid17P0',\n",
+       "       'cid18P0', 'cid19P0', 'cid20P0', 'cid21P0', 'cid22P0', 'cid23P0',\n",
+       "       'cid24P0', 'cid25P0', 'cid26P0', 'cid27P0', 'cid28P0', 'cid29P0',\n",
+       "       'cid30P0', 'cid31P0', 'cid32P0', 'cid33P0', 'cid34P0', 'cid35P0',\n",
+       "       'cid36P0', 'cid37P0', 'cid38P0', 'cid39P0', 'cid40P0', 'cid41P0',\n",
+       "       'cid42P0', 'cid43P0', 'cid44P0', 'cid45P0', 'cid46P0', 'cid47P0',\n",
+       "       'cid48P0', 'cid49P0', 'cid50P0', 'cid51P0', 'cid52P0', 'cid53P0',\n",
+       "       'cid54P0', 'cid55P0', 'cid56P0', 'cid57P0', 'cid58P0', 'cid59P0',\n",
+       "       'cid60P0', 'cid61P0', 'cid62P0', 'cid63P0', 'cid64P0', 'cid65P0',\n",
+       "       'cid66P0', 'cid67P0', 'cid68P0', 'cid69P0', 'cid70P0', 'cid71P0',\n",
+       "       'cid72P0', 'cid73P0', 'cid74P0', 'cid75P0', 'cid76P0', 'cid77P0',\n",
+       "       'cid78P0', 'cid79P0', 'cid80P0', 'cid81P0', 'cid82P0', 'cid83P0',\n",
+       "       'cid84P0', 'cid85P0', 'cid86P0', 'cid87P0', 'cid88P0', 'cid89P0',\n",
+       "       'cid90P0', 'cid91P0', 'cid92P0', 'cid93P0', 'cid94P0', 'cid95P0',\n",
+       "       'cid96P0', 'cid97P0', 'cid98P0', 'cid99P0', 'cid100P0', 'cid101P0',\n",
+       "       'cid102P0', 'cid103P0', 'cid104P0', 'cid105P0', 'cid106P0',\n",
+       "       'cid107P0', 'cid108P0', 'cid109P0', 'cid110P0', 'cid111P0',\n",
+       "       'cid112P0', 'cid113P0', 'cid114P0', 'cid115P0', 'cid116P0',\n",
+       "       'cid117P0', 'cid118P0', 'cid119P0', 'cid120P0', 'cid121P0',\n",
+       "       'cid122P0', 'cid123P0', 'cid124P0', 'cid125P0', 'cid126P0',\n",
+       "       'cid127P0', 'cid128P0', 'cid129P0', 'cid130P0', 'cid131P0',\n",
+       "       'cid132P0', 'cid133P0', 'cid134P0', 'cid135P0', 'cid136P0',\n",
+       "       'cid137P0', 'cid138P0', 'cid139P0', 'cid140P0', 'cid141P0',\n",
+       "       'cid142P0', 'cid143P0', 'cid144P0', 'cid145P0', 'cid146P0',\n",
+       "       'cid147P0', 'cid148P0', 'cid149P0', 'cid150P0', 'cid151P0',\n",
+       "       'cid152P0', 'cid153P0', 'cid154P0', 'cid155P0', 'cid156P0',\n",
+       "       'cid157P0', 'cid158P0', 'cid159P0', 'cid160P0', 'cid161P0',\n",
+       "       'cid162P0', 'cid163P0', 'cid164P0', 'cid165P0', 'cid166P0',\n",
+       "       'cid167P0', 'cid168P0', 'cid169P0', 'cid170P0', 'cid171P0',\n",
+       "       'cid172P0', 'cid173P0', 'cid174P0', 'cid175P0', 'cid176P0',\n",
+       "       'cid177P0', 'cid178P0', 'cid179P0', 'cid180P0', 'cid181P0',\n",
+       "       'cid182P0', 'cid183P0', 'cid184P0', 'cid185P0', 'cid186P0',\n",
+       "       'cid187P0', 'cid188P0', 'cid189P0', 'cid190P0', 'cid191P0',\n",
+       "       'cid192P0', 'cid193P0', 'cid194P0', 'cid195P0', 'cid196P0',\n",
+       "       'cid197P0', 'cid198P0', 'cid199P0', 'cid200P0', 'cid201P0',\n",
+       "       'cid202P0', 'cid203P0', 'cid204P0', 'cid205P0', 'cid206P0',\n",
+       "       'cid207P0', 'cid208P0', 'cid209P0', 'cid210P0', 'cid211P0',\n",
+       "       'cid212P0', 'cid213P0', 'cid214P0', 'cid215P0', 'cid216P0',\n",
+       "       'cid217P0', 'cid218P0', 'cid219P0', 'cid220P0', 'cid221P0',\n",
+       "       'cid222P0', 'cid223P0', 'cid224P0', 'cid225P0', 'cid226P0',\n",
+       "       'cid227P0', 'cid228P0', 'cid229P0', 'cid230P0', 'cid231P0',\n",
+       "       'cid232P0', 'cid233P0', 'cid234P0', 'cid235P0', 'cid236P0',\n",
+       "       'cid237P0', 'cid238P0', 'cid239P0', 'cid240P0', 'cid241P0',\n",
+       "       'cid242P0', 'cid243P0', 'cid244P0', 'cid245P0', 'cid246P0',\n",
+       "       'cid247P0', 'cid248P0', 'cid249P0', 'cid250P1', 'cid251P1',\n",
+       "       'cid252P1', 'cid253P1', 'cid254P1', 'cid255P1', 'cid256P1',\n",
+       "       'cid257P1', 'cid258P1', 'cid259P1', 'cid260P1', 'cid261P1',\n",
+       "       'cid262P1', 'cid263P1', 'cid264P1', 'cid265P1', 'cid266P1',\n",
+       "       'cid267P1', 'cid268P1', 'cid269P1', 'cid270P1', 'cid271P1',\n",
+       "       'cid272P1', 'cid273P1', 'cid274P1', 'cid275P1', 'cid276P1',\n",
+       "       'cid277P1', 'cid278P1', 'cid279P1', 'cid280P1', 'cid281P1',\n",
+       "       'cid282P1', 'cid283P1', 'cid284P1', 'cid285P1', 'cid286P1',\n",
+       "       'cid287P1', 'cid288P1', 'cid289P1', 'cid290P1', 'cid291P1',\n",
+       "       'cid292P1', 'cid293P1', 'cid294P1', 'cid295P1', 'cid296P1',\n",
+       "       'cid297P1', 'cid298P1', 'cid299P1', 'cid300P1', 'cid301P1',\n",
+       "       'cid302P1', 'cid303P1', 'cid304P1', 'cid305P1', 'cid306P1',\n",
+       "       'cid307P1', 'cid308P1', 'cid309P1', 'cid310P1', 'cid311P1',\n",
+       "       'cid312P1', 'cid313P1', 'cid314P1', 'cid315P1', 'cid316P1',\n",
+       "       'cid317P1', 'cid318P1', 'cid319P1', 'cid320P1', 'cid321P1',\n",
+       "       'cid322P1', 'cid323P1', 'cid324P1', 'cid325P1', 'cid326P1',\n",
+       "       'cid327P1', 'cid328P1', 'cid329P1', 'cid330P1', 'cid331P1',\n",
+       "       'cid332P1', 'cid333P1', 'cid334P1', 'cid335P1', 'cid336P1',\n",
+       "       'cid337P1', 'cid338P1', 'cid339P1', 'cid340P1', 'cid341P1',\n",
+       "       'cid342P1', 'cid343P1', 'cid344P1', 'cid345P1', 'cid346P1',\n",
+       "       'cid347P1', 'cid348P1', 'cid349P1', 'cid350P1', 'cid351P1',\n",
+       "       'cid352P1', 'cid353P1', 'cid354P1', 'cid355P1', 'cid356P1',\n",
+       "       'cid357P1', 'cid358P1', 'cid359P1', 'cid360P1', 'cid361P1',\n",
+       "       'cid362P1', 'cid363P1', 'cid364P1', 'cid365P1', 'cid366P1',\n",
+       "       'cid367P1', 'cid368P1', 'cid369P1', 'cid370P1', 'cid371P1',\n",
+       "       'cid372P1', 'cid373P1', 'cid374P1', 'cid375P1', 'cid376P1',\n",
+       "       'cid377P1', 'cid378P1', 'cid379P1', 'cid380P1', 'cid381P1',\n",
+       "       'cid382P1', 'cid383P1', 'cid384P1', 'cid385P1', 'cid386P1',\n",
+       "       'cid387P1', 'cid388P1', 'cid389P1', 'cid390P1', 'cid391P1',\n",
+       "       'cid392P1', 'cid393P1', 'cid394P1', 'cid395P1', 'cid396P1',\n",
+       "       'cid397P1', 'cid398P1', 'cid399P1', 'cid400P1', 'cid401P1',\n",
+       "       'cid402P1', 'cid403P1', 'cid404P1', 'cid405P1', 'cid406P1',\n",
+       "       'cid407P1', 'cid408P1', 'cid409P1', 'cid410P1', 'cid411P1',\n",
+       "       'cid412P1', 'cid413P1', 'cid414P1', 'cid415P1', 'cid416P1',\n",
+       "       'cid417P1', 'cid418P1', 'cid419P1', 'cid420P1', 'cid421P1',\n",
+       "       'cid422P1', 'cid423P1', 'cid424P1', 'cid425P1', 'cid426P1',\n",
+       "       'cid427P1', 'cid428P1', 'cid429P1', 'cid430P1', 'cid431P1',\n",
+       "       'cid432P1', 'cid433P1', 'cid434P1', 'cid435P1', 'cid436P1',\n",
+       "       'cid437P1', 'cid438P1', 'cid439P1', 'cid440P1', 'cid441P1',\n",
+       "       'cid442P1', 'cid443P1', 'cid444P1', 'cid445P1', 'cid446P1',\n",
+       "       'cid447P1', 'cid448P1', 'cid449P1', 'cid450P1', 'cid451P1',\n",
+       "       'cid452P1', 'cid453P1', 'cid454P1', 'cid455P1', 'cid456P1',\n",
+       "       'cid457P1', 'cid458P1', 'cid459P1', 'cid460P1', 'cid461P1',\n",
+       "       'cid462P1', 'cid463P1', 'cid464P1', 'cid465P1', 'cid466P1',\n",
+       "       'cid467P1', 'cid468P1', 'cid469P1', 'cid470P1', 'cid471P1',\n",
+       "       'cid472P1', 'cid473P1', 'cid474P1', 'cid475P1', 'cid476P1',\n",
+       "       'cid477P1', 'cid478P1', 'cid479P1', 'cid480P1', 'cid481P1',\n",
+       "       'cid482P1', 'cid483P1', 'cid484P1', 'cid485P1', 'cid486P1',\n",
+       "       'cid487P1', 'cid488P1', 'cid489P1', 'cid490P1', 'cid491P1',\n",
+       "       'cid492P1', 'cid493P1', 'cid494P1', 'cid495P1', 'cid496P1',\n",
+       "       'cid497P1', 'cid498P1', 'cid499P1'], dtype='<U8')
              • covariate_0
                (sample)
                float64
                0.5485 0.2509 ... 1.055 -0.779
                array([ 5.48466278e-01,  2.50912280e-01, -6.38700709e-01,  4.80537418e-01,\n",
+       "        6.18069565e-01,  1.83567553e-01, -5.03508897e-01,  1.42197697e-01,\n",
+       "       -1.00877301e+00,  1.12600847e+00,  1.06794090e+00,  5.33857173e-01,\n",
+       "        3.94271549e-01, -3.57464610e-02, -5.05888500e-02,  7.67691850e-01,\n",
+       "        1.57906694e+00, -4.93921404e-01, -7.66478248e-01, -9.05857761e-01,\n",
+       "       -2.72108608e-01, -4.88693300e-03,  2.85425730e-01, -6.43189173e-01,\n",
+       "       -3.42096625e-01,  6.13864793e-01, -2.09330140e+00,  1.77952534e-01,\n",
+       "       -1.44188676e+00, -1.08576941e+00, -3.65755732e-01, -1.18039065e+00,\n",
+       "       -1.24663684e-01,  1.02660771e+00, -1.23669000e-04,  1.76187138e+00,\n",
+       "       -6.54983259e-01,  5.87485189e-01, -2.39044882e+00,  9.24381139e-01,\n",
+       "        2.67846505e-01,  1.55026399e-01, -8.67394210e-02,  9.87935159e-01,\n",
+       "        1.22982268e+00, -9.75797614e-01, -9.57753338e-01, -2.63972844e-01,\n",
+       "       -2.78345071e-01, -1.53054801e+00, -2.53027946e-01,  2.77050257e-01,\n",
+       "       -3.37818803e-01,  1.31623800e+00,  5.11210304e-01, -7.30989840e-01,\n",
+       "       -5.82193040e-02,  6.93002331e-01, -8.91450659e-01,  2.22968539e+00,\n",
+       "       -2.53752053e-01, -3.87704958e-01,  1.16368773e+00, -1.09107448e+00,\n",
+       "       -9.34021233e-01, -1.27078930e-02, -3.84992646e-01,  1.68620400e-02,\n",
+       "        2.79995489e+00, -9.83036950e-02, -8.32127220e-01, -8.53259179e-01,\n",
+       "       -9.37159108e-01,  1.05419508e+00,  3.09445285e-01, -1.94319130e-01,\n",
+       "       -6.65176215e-01, -2.92618040e-01, -2.69715328e+00, -4.99038609e-01,\n",
+       "       -1.87775339e+00,  8.59752140e-02,  1.09852410e+00, -9.51376095e-01,\n",
+       "        9.56404697e-01, -2.07296000e-03, -1.32774569e+00, -1.59801489e+00,\n",
+       "        3.15730802e-01, -8.61888477e-01,  1.44271256e+00, -5.11777000e-03,\n",
+       "       -1.12247241e+00, -2.06119599e-01,  1.08883757e+00,  4.33524349e-01,\n",
+       "        1.22259189e+00, -1.14127350e+00, -7.44790001e-01,  8.59910476e-01,\n",
+       "       -1.14573225e+00, -4.44446168e-01, -2.16281997e+00, -1.23312394e+00,\n",
+       "        2.22598703e-01,  6.11495514e-01, -2.70103217e-01, -4.76801476e-01,\n",
+       "       -1.06776305e+00, -4.73740662e-01, -7.27034129e-01, -3.40551830e-02,\n",
+       "        3.58622347e-01,  9.16703550e-01,  1.35121890e+00, -8.85755221e-01,\n",
+       "       -1.14404153e+00,  1.87259650e-02,  2.99024525e-01, -3.81726374e-01,\n",
+       "        1.69825601e+00, -6.55890197e-01,  7.52904198e-01, -8.69011170e-01,\n",
+       "        1.80868296e-01, -3.39623834e-01, -1.15383435e+00,  1.52012961e+00,\n",
+       "        8.10891290e-02,  1.19613367e-01,  8.62013759e-01, -1.81959527e+00,\n",
+       "        1.47364784e-01, -3.20948585e-01,  7.23862416e-01, -1.35344066e+00,\n",
+       "        2.72771967e+00,  1.79854641e-01, -4.03501339e-01, -9.84370066e-01,\n",
+       "       -4.96772060e-01, -5.76796031e-01, -9.97515507e-01,  5.20064537e-01,\n",
+       "       -2.71923202e-01, -1.93472466e+00,  6.05701445e-01, -1.05048750e+00,\n",
+       "       -1.12993084e+00,  2.98753936e-01, -5.66371091e-01, -5.44321003e-01,\n",
+       "       -4.86400153e-01,  3.74284496e-01,  2.07283754e-01, -7.59627330e-01,\n",
+       "       -9.02484605e-01,  1.27609400e+00,  1.91011451e+00, -1.01259714e+00,\n",
+       "        9.98825040e-02, -1.59478812e+00, -1.98498591e+00,  9.87098990e-01,\n",
+       "       -2.38922148e-01,  1.13649316e+00, -1.77958760e+00,  1.31822646e+00,\n",
+       "        5.28523240e-02,  1.75079500e-02,  1.45234980e+00,  1.75819001e+00,\n",
+       "       -1.37432379e-01, -6.61826166e-01,  8.12083814e-01,  1.28357622e+00,\n",
+       "       -4.19652548e-01,  1.54778561e+00, -5.34617500e-03,  1.38174044e+00,\n",
+       "        6.97025472e-01, -1.82713339e+00, -6.40693070e-02,  1.54677694e-01,\n",
+       "        1.38387535e+00, -1.87054921e+00, -4.38687448e-01, -7.42198700e-01,\n",
+       "        1.25151752e+00, -8.39244338e-01, -6.48393836e-01, -2.26195658e+00,\n",
+       "       -8.23517633e-01,  1.14341663e+00, -1.08239134e+00,  1.65952727e+00,\n",
+       "       -1.14821202e+00,  8.22631524e-01, -6.22490150e-02, -1.35466144e-01,\n",
+       "       -9.54607645e-01, -2.77249317e-01,  9.81876408e-01,  3.93535936e-01,\n",
+       "        7.20506160e-01, -1.25470853e+00,  6.06144189e-01, -1.61818062e-01,\n",
+       "        7.16038040e-02, -3.76990900e-01, -1.44543917e-01,  4.41063834e-01,\n",
+       "       -1.25951377e+00,  2.57960450e-02, -6.72954322e-01, -6.26522692e-01,\n",
+       "        1.43830530e+00,  3.93578430e-01, -2.06252872e-01,  4.72033005e-01,\n",
+       "       -5.77295262e-01, -6.75429795e-01,  1.27146128e+00, -3.57366600e-02,\n",
+       "       -6.22592163e-01, -1.20762535e+00,  4.21554863e-01,  7.75387897e-01,\n",
+       "       -8.79519135e-01, -7.84330982e-01, -9.63012467e-01,  1.17169334e+00,\n",
+       "       -5.74262681e-01,  1.74825495e+00,  4.98272467e-01,  1.65144229e-01,\n",
+       "       -1.78508812e+00, -8.08630109e-01,  1.83383153e-01,  6.97726410e-01,\n",
+       "       -1.84205351e-01,  7.70471949e-01, -1.66692475e+00, -1.45679756e-01,\n",
+       "        1.96019405e-01,  7.98875990e-02,  8.23791901e-01, -1.20358314e+00,\n",
+       "        7.88539970e-01, -9.44730514e-01,  4.92809481e-01,  1.09566079e-01,\n",
+       "       -2.13360700e+00, -1.20028370e-01,  1.39648269e+00, -2.67190817e+00,\n",
+       "        5.86044188e-01,  1.39483983e+00, -7.54259423e-01, -1.20446677e+00,\n",
+       "       -2.78104318e-01,  6.86954212e-01, -1.41195581e+00, -7.28607772e-01,\n",
+       "       -1.18785714e+00,  4.71266874e-01, -2.79148737e+00,  2.21299214e-01,\n",
+       "       -4.12378453e-01, -1.26993640e+00, -4.47289512e-01, -1.36995327e+00,\n",
+       "        1.52780114e+00,  1.49390777e-01, -2.12672081e+00, -5.59108036e-01,\n",
+       "        4.55106468e-01,  8.91218032e-01, -3.47932179e-01, -1.31778755e+00,\n",
+       "        3.21136780e-02, -1.40456884e+00, -5.58162252e-01,  1.22830700e+00,\n",
+       "       -5.82555254e-01,  4.01984715e-01,  1.12111821e+00,  6.69588852e-01,\n",
+       "        8.41562820e-01,  6.36955506e-01,  3.71061293e-01,  1.26313400e-01,\n",
+       "       -8.56317057e-01, -1.21408256e+00, -1.07564432e-01, -3.30750271e+00,\n",
+       "       -6.38826270e-01, -2.59067297e-01, -5.35598841e-01, -4.22692730e-02,\n",
+       "        3.18956453e-01, -5.77688955e-01,  3.14088727e-01,  4.37250814e-01,\n",
+       "       -4.40606985e-01, -2.72882916e-01, -1.02811819e+00,  6.15447942e-01,\n",
+       "        1.07179428e+00, -5.95513462e-01,  6.60828644e-01, -1.49971407e+00,\n",
+       "       -2.17547846e+00,  4.23305627e-01,  3.41586901e-01, -8.86793441e-01,\n",
+       "       -8.67065963e-01,  2.87432697e-01, -5.74209597e-01, -1.21804644e+00,\n",
+       "       -1.10720250e+00,  3.55899472e-01, -1.84623844e+00, -1.03227897e-01,\n",
+       "       -3.59917072e-01,  6.42539599e-01, -7.39805262e-01, -6.93687979e-01,\n",
+       "        1.32571093e-01, -8.37497752e-01,  1.00926499e+00, -3.46081539e-01,\n",
+       "        4.85040141e-01, -4.84518072e-01, -8.34292047e-01,  1.04984186e+00,\n",
+       "       -1.20562022e+00,  5.28219486e-01, -1.98409466e-01,  4.89704671e-01,\n",
+       "       -2.42544109e+00,  3.67288274e-01, -1.59814224e+00,  2.26950100e-01,\n",
+       "       -1.32427575e-01,  6.16435303e-01, -6.81833940e-02, -3.85058959e-01,\n",
+       "        7.87711642e-01,  9.40707734e-01,  1.10650656e+00, -8.69899143e-01,\n",
+       "       -4.68128250e-02, -6.79276878e-01,  1.02591167e-01,  6.41025477e-01,\n",
+       "        9.60883458e-01, -6.04364198e-01,  5.09762350e-02,  3.61264330e-01,\n",
+       "       -1.47595649e+00, -1.42543739e+00, -7.17952163e-01,  4.41876920e-02,\n",
+       "       -1.84317401e+00, -2.20345992e-01,  4.04191225e-01,  1.23792232e+00,\n",
+       "        3.67986670e-01,  3.08501116e-01,  1.62887056e+00,  9.39350682e-01,\n",
+       "        8.33600998e-01,  6.77810991e-01, -1.35031991e+00, -3.33555970e-02,\n",
+       "        2.44686897e-01,  5.37753972e-01, -6.65838465e-01,  5.89814049e-01,\n",
+       "       -9.97634757e-01, -6.76576713e-01,  3.45053789e-01,  2.98932914e-01,\n",
+       "       -1.29944052e+00,  2.42162905e+00,  1.91850071e+00, -5.47313696e-01,\n",
+       "        3.14003109e-01,  1.77683570e+00, -1.93101820e-02,  2.65813113e+00,\n",
+       "       -1.15145658e+00,  2.74516918e+00,  1.42447534e+00,  5.46694245e-01,\n",
+       "       -1.83303510e-01,  1.08767642e+00,  1.27711912e+00,  2.23841409e-01,\n",
+       "        1.12864542e+00, -8.73941939e-01,  1.12143923e+00, -2.04230414e+00,\n",
+       "        3.55767460e-01, -6.94247470e-01,  7.01898912e-01,  7.96239287e-01,\n",
+       "        2.28193992e-01,  5.33215233e-01, -2.02715834e+00,  6.21119103e-01,\n",
+       "       -1.14827587e-01, -1.10641484e+00,  2.20480369e-01, -6.92278501e-01,\n",
+       "        8.30422545e-01, -4.97633690e-01,  8.57330234e-01, -6.25502119e-01,\n",
+       "        5.23695497e-01,  9.53845861e-01,  2.75523782e+00, -7.06135068e-01,\n",
+       "       -2.21098476e+00, -6.47561133e-01,  1.01399810e+00,  1.17934510e-02,\n",
+       "       -1.44039336e+00,  1.06011239e+00,  2.52732419e-01, -1.06652773e+00,\n",
+       "        1.55758462e+00, -5.22069217e-01,  1.04865787e+00, -1.60938596e+00,\n",
+       "       -9.69175034e-01, -9.14153579e-01,  3.46810804e-01,  3.95900960e-01,\n",
+       "        1.38761871e-01, -2.35211843e-01, -8.63716268e-01, -3.53845034e-01,\n",
+       "        7.75844290e-01,  6.42781280e-01, -1.56482908e+00, -3.17478124e+00,\n",
+       "        5.44067672e-01,  5.33883518e-01, -5.10952950e-02,  2.32840997e+00,\n",
+       "        2.10496300e-03,  6.72351469e-01,  3.71551955e-01,  1.66726143e+00,\n",
+       "       -3.38796625e-01,  3.75961143e-01,  7.52208327e-01, -9.29773484e-01,\n",
+       "        1.41790603e-01,  1.36008176e+00, -1.20984345e+00, -4.05269704e-01,\n",
+       "       -1.28431522e-01,  1.33182405e+00, -1.90241025e-01, -8.32311090e-01,\n",
+       "        1.35715093e+00,  3.71655792e-01, -1.46833672e+00,  1.00981298e+00,\n",
+       "       -1.78199991e-01,  1.24118472e+00, -1.38596768e+00, -1.09152735e+00,\n",
+       "        4.77638373e-01,  2.19199296e-01, -4.54780850e-02,  6.59759502e-01,\n",
+       "       -2.61517837e-01,  1.35896379e+00,  1.98822502e+00, -2.51071210e-01,\n",
+       "       -9.79648166e-01,  5.20111323e-01, -1.44623119e+00,  2.41234158e+00,\n",
+       "       -3.16645435e-01, -6.93653891e-01,  1.18280252e+00, -1.93070408e-01,\n",
+       "        7.12123803e-01,  6.62298675e-01,  6.22167389e-01, -5.50366931e-01,\n",
+       "       -1.44458300e-01, -6.23505017e-01,  1.05493926e+00, -7.78997683e-01])
              • phenotype_0
                (sample)
                float64
                0.4853 -0.2077 ... -0.8066 -1.73
                array([ 4.85339514e-01, -2.07698457e-01,  1.49090841e+00, -1.21289967e+00,\n",
+       "        4.29320343e-01,  7.10949240e-01, -1.16923538e+00,  1.16788747e-01,\n",
+       "        8.24617540e-01,  9.40848575e-01, -1.37849554e-01, -4.63825241e-01,\n",
+       "       -8.79120826e-01,  1.34283705e+00,  6.08668127e-01,  6.01472377e-01,\n",
+       "       -8.38978544e-01,  1.48311441e+00,  3.56414483e-01,  1.84012532e+00,\n",
+       "        2.54929073e-01,  6.84303971e-01, -1.02131013e+00,  1.17680234e+00,\n",
+       "        6.38884939e-01,  8.30022564e-01,  1.66306057e-01,  9.78645676e-01,\n",
+       "       -8.44198134e-01,  9.17335826e-01, -6.59467094e-01, -9.14012717e-01,\n",
+       "        5.20543587e-01,  8.34969832e-01,  6.07350850e-01,  7.86063039e-01,\n",
+       "       -5.76140513e-01, -3.61063100e-02, -9.52583895e-01,  4.36975876e-01,\n",
+       "       -1.30080044e+00,  9.32996133e-01,  5.52146109e-01, -1.99712674e+00,\n",
+       "        1.59553978e-01, -3.35128648e-01, -7.44545957e-01,  3.28300495e-01,\n",
+       "       -4.56841771e-02, -7.79161463e-01,  6.80189066e-01, -9.22300280e-01,\n",
+       "        1.42881542e-01, -5.04895354e-02,  3.32629529e-01, -8.27681632e-01,\n",
+       "       -1.24536915e+00,  2.91460161e-01, -3.70471868e-02, -1.15616867e+00,\n",
+       "       -1.32263346e-01,  3.16871613e-01, -9.93725372e-01,  1.83207964e-02,\n",
+       "        1.94898864e-01, -2.21774105e+00, -7.23089982e-01,  8.03143551e-01,\n",
+       "        3.30556700e-01, -6.39510129e-01, -5.89580414e-01, -1.42527042e+00,\n",
+       "        1.74942227e+00,  7.58371615e-01, -7.45081520e-01, -1.00139047e-01,\n",
+       "        1.91450814e+00,  1.28876695e+00,  1.68159756e-01, -6.92291503e-01,\n",
+       "       -3.59597972e-01, -1.33598632e+00, -1.11349187e+00,  7.53078775e-01,\n",
+       "        2.74660788e+00,  1.73635438e+00,  6.16201356e-01,  2.23165527e-01,\n",
+       "       -7.65558404e-02, -2.31848470e-01,  1.68238748e+00, -1.89730807e+00,\n",
+       "        2.09959020e-02,  8.79080117e-01,  6.06511992e-02,  1.03039084e+00,\n",
+       "       -3.92507210e-01,  4.87791636e-01,  6.02883547e-01,  1.56778343e-01,\n",
+       "        1.76939916e+00,  6.56051152e-01,  8.73668001e-02,  1.87767465e-01,\n",
+       "        1.15743956e+00, -1.15500645e-01,  2.22503467e-01, -1.40554093e-01,\n",
+       "        4.34761962e-01,  1.12539375e+00, -1.40241006e-01,  1.44306243e+00,\n",
+       "        1.32917205e+00,  3.37805203e-01, -2.42214554e-01, -5.53843545e-01,\n",
+       "        9.03810862e-02,  1.16368401e+00, -2.33253566e-01, -5.87852808e-01,\n",
+       "        8.64196675e-01,  2.37780902e+00,  9.43045757e-01,  2.01673254e-01,\n",
+       "       -5.22557237e-01,  1.89996780e+00,  4.89700121e-01,  1.82109081e+00,\n",
+       "        2.21429262e+00,  5.94905686e-01,  3.16508243e-01,  1.21332314e+00,\n",
+       "       -5.66073076e-01,  7.39389458e-02,  4.16131481e-01,  3.00521676e-01,\n",
+       "       -9.53390235e-01,  2.79893933e-01,  4.13164384e-01, -3.18436074e-02,\n",
+       "       -7.28416965e-01,  4.24042450e-01, -5.74712649e-01,  1.86759915e+00,\n",
+       "       -1.23023222e-01,  2.47296570e+00,  5.63752702e-01, -2.07404467e-01,\n",
+       "       -1.25639491e+00, -6.79841256e-01,  5.97603228e-01,  5.12550997e-02,\n",
+       "       -1.70571270e-03, -2.97175767e-01, -8.30465709e-01, -1.01355641e+00,\n",
+       "        4.38286596e-01,  7.52862006e-02,  1.33686060e+00,  7.55981207e-01,\n",
+       "       -5.31540303e-02,  8.85179710e-01,  6.99045134e-01, -1.25225755e+00,\n",
+       "        3.13539595e-01, -1.10481204e+00,  2.13866246e-01, -2.56421204e-01,\n",
+       "        7.75261682e-01,  1.24208805e+00, -1.52810351e+00, -5.81294607e-01,\n",
+       "        6.13618578e-01,  1.31183771e+00,  6.74383172e-02, -5.93712590e-02,\n",
+       "       -3.68992127e+00,  9.69506985e-01, -4.81006890e-01,  4.36706171e-01,\n",
+       "        1.22683396e+00, -1.29950308e+00, -1.46518267e-01,  5.42402618e-01,\n",
+       "       -1.79128872e+00, -2.46606398e+00, -8.24310550e-01, -3.07913975e+00,\n",
+       "       -5.33488582e-01,  1.63578257e+00,  3.28190178e-01,  3.00330145e-01,\n",
+       "        1.66012604e-01, -9.72922452e-03, -8.79638394e-01,  8.07283054e-01,\n",
+       "        1.48200225e+00, -9.02690852e-01, -1.27939892e+00, -5.82065660e-01,\n",
+       "       -2.09757781e+00, -2.02469786e+00, -7.22252260e-01,  2.92654662e-02,\n",
+       "        8.44219851e-01,  7.64565419e-01,  5.18562717e-01, -1.64687741e-01,\n",
+       "       -4.03436362e-01, -1.31581129e-01,  5.33284519e-01, -3.16182545e-01,\n",
+       "       -9.53241771e-01, -3.60140092e-02,  1.39911337e+00,  7.63383492e-01,\n",
+       "       -8.68371539e-01,  5.99342003e-01, -6.84603900e-01, -1.64783167e+00,\n",
+       "        6.47034455e-01,  8.19289444e-01,  3.48421418e-01,  3.39775273e-01,\n",
+       "       -3.10228906e-01,  1.14156022e+00,  1.16750450e+00,  1.56168139e-01,\n",
+       "       -1.21159828e+00,  5.87035311e-01, -1.49287964e-01,  3.80139163e-01,\n",
+       "       -7.54176325e-01,  2.66912321e+00,  5.10313605e-01, -2.68373967e-01,\n",
+       "        1.61663654e+00,  2.32524204e-01,  1.60554477e+00, -3.29068297e-01,\n",
+       "       -1.14698507e+00, -4.63573259e-02, -6.12585143e-01, -8.81771217e-01,\n",
+       "        1.15104096e+00,  1.16900223e+00, -1.41394979e-01, -8.01494140e-01,\n",
+       "        1.72516192e-02,  8.20495142e-01, -1.02948019e+00,  1.05637292e-01,\n",
+       "        4.61527335e-01, -2.59204249e-01,  1.81386764e-01, -1.43216156e+00,\n",
+       "       -1.26098533e+00,  1.77408398e+00, -1.26335600e-01,  1.71897879e+00,\n",
+       "        8.96423913e-02, -2.75378148e+00, -1.42157101e+00, -1.15741069e+00,\n",
+       "        5.23057040e-02,  1.17226269e+00, -7.97102637e-02, -1.23417647e-01,\n",
+       "        2.47511401e+00,  1.96260152e-01, -2.03791684e+00,  1.04008831e+00,\n",
+       "       -3.49744047e-02,  1.04633352e+00, -2.38381487e-01,  3.80324627e-01,\n",
+       "       -1.17384156e+00,  2.47418829e-01,  1.74387701e-01, -3.99858565e-01,\n",
+       "       -3.90250393e-01, -1.52315998e+00, -3.64113896e-02,  5.67189910e-01,\n",
+       "        8.72898077e-01,  1.58054879e-01, -5.03879209e-01, -9.81911333e-01,\n",
+       "       -2.64262623e+00, -3.99923074e-02,  6.04571541e-01,  3.81922586e-01,\n",
+       "        7.18557892e-01, -6.17369110e-01,  1.09226977e+00,  5.78400628e-01,\n",
+       "        1.50881176e+00,  4.58616992e-01, -4.88384667e-01,  7.75159420e-01,\n",
+       "       -7.99772907e-01,  2.84124215e-01, -8.95228038e-01, -2.73927200e-01,\n",
+       "        1.03994076e+00,  4.44355118e-01, -5.76116770e-02,  3.44994500e-01,\n",
+       "       -3.65109346e-01, -7.14999965e-01, -1.49762308e+00, -3.11713976e-01,\n",
+       "       -1.75523394e+00, -8.88966497e-01, -1.12952833e+00, -3.10440498e-01,\n",
+       "       -5.98591029e-01, -8.78017714e-02,  1.29077042e-01,  1.00505423e+00,\n",
+       "        2.74128335e-01, -1.30187763e+00, -1.16060752e+00,  1.43748963e+00,\n",
+       "       -2.98597748e-02,  5.81550677e-01, -3.80368321e-01, -1.86442407e-01,\n",
+       "        5.17206429e-01, -6.81784296e-01, -8.68771328e-01,  2.80827961e-02,\n",
+       "       -1.30463067e+00, -9.41052793e-03,  5.67554617e-01, -5.31039867e-02,\n",
+       "        1.48528660e-01, -1.19340037e+00,  4.35158024e-01,  1.19984077e+00,\n",
+       "        1.40228597e-01,  4.26821836e-01,  3.76023363e-01, -1.71071257e-01,\n",
+       "       -1.15577490e+00, -2.28223334e+00,  1.35927842e+00, -1.58090417e+00,\n",
+       "       -1.10880727e-01,  7.40424600e-01,  3.73499862e-02, -6.88165461e-01,\n",
+       "       -2.22896889e+00, -1.37257569e-01,  1.81696732e+00, -1.23870099e+00,\n",
+       "        3.59430943e-01, -2.14667619e-01,  7.72474962e-01,  4.95148183e-01,\n",
+       "        1.82984991e-01, -1.79936993e-01, -6.79573233e-01,  2.91653917e-01,\n",
+       "        8.41063859e-01,  5.10768500e-02,  1.45379563e+00, -8.68694903e-01,\n",
+       "        1.06015464e+00, -1.02682127e+00,  6.61118343e-01,  3.06518517e-01,\n",
+       "       -1.74634420e+00,  9.00928026e-02, -2.69689627e+00,  3.66936767e-01,\n",
+       "       -5.97394926e-01, -2.53039826e-01, -1.82069571e+00, -2.71865534e+00,\n",
+       "        3.86844323e-01, -6.06625330e-01,  4.62834011e-01, -7.79061594e-01,\n",
+       "       -8.30994929e-01, -3.29247585e-01,  1.01668249e-03, -1.92369182e+00,\n",
+       "        7.14026380e-02, -1.07797451e+00, -1.42929833e+00, -1.26474332e+00,\n",
+       "       -1.70200911e+00,  1.17754158e+00,  7.46556906e-02, -6.42883227e-01,\n",
+       "        1.02471550e+00, -2.06883042e-01,  5.32236139e-01, -1.60717281e+00,\n",
+       "        1.36194955e+00, -2.26191045e-01, -2.08228734e+00, -1.60850122e-01,\n",
+       "       -4.22688528e-01, -4.59340547e-01, -1.79056518e+00, -2.20390149e-01,\n",
+       "        8.51183057e-01,  6.01106701e-01,  4.34330751e-01, -1.47948287e-01,\n",
+       "        6.22780556e-01, -9.18331028e-01,  3.67387322e-01,  1.34038084e+00,\n",
+       "        1.33302602e+00,  2.42469587e-01,  4.19917423e-01,  9.50635208e-01,\n",
+       "       -6.95132295e-01, -3.56654813e+00,  9.80780372e-01,  2.52081030e-01,\n",
+       "        3.13842555e-01, -8.37615030e-02,  8.21276504e-01, -8.16237147e-01,\n",
+       "        4.43575762e-01,  6.94805268e-01, -9.81980195e-01,  7.73795158e-01,\n",
+       "        3.13917427e+00, -1.71408069e+00, -5.87499456e-01, -4.90192712e-01,\n",
+       "        2.90074287e-01, -6.42302641e-01, -2.80901396e-03, -5.79397493e-01,\n",
+       "       -1.17806184e+00,  5.27161395e-01,  4.27115734e-01,  2.78699725e-01,\n",
+       "       -7.80553190e-01, -1.03561090e+00,  2.48282760e-01,  2.16395197e-01,\n",
+       "       -1.28379162e+00, -1.13603693e+00, -1.77119476e-01, -7.40733775e-01,\n",
+       "        1.85125878e-01, -8.51316453e-02,  1.04890152e+00, -1.28409746e-01,\n",
+       "       -7.92873698e-01,  1.90599301e+00, -5.97949410e-01,  1.40172547e-01,\n",
+       "        1.41816714e+00,  8.06090855e-02, -3.30715321e-01,  8.31835982e-01,\n",
+       "        1.14413994e+00,  1.79939886e-01,  8.62602119e-01,  1.50274829e+00,\n",
+       "       -2.56499587e-01,  2.69118212e-02,  2.62636808e-01, -1.50754080e-01,\n",
+       "        1.29712064e+00,  5.03818823e-01, -7.88287977e-01, -4.58943843e-02,\n",
+       "        1.37240701e-01, -4.28329032e+00, -5.68100129e-01,  4.13066964e-01,\n",
+       "        1.31244021e+00,  4.52790619e-01,  5.01748788e-01, -4.73537570e-01,\n",
+       "       -8.42603883e-02,  1.05765134e-01, -1.95944662e-01, -2.11818096e-01,\n",
+       "        6.37283862e-01,  1.21698105e+00, -5.82273541e-01,  1.08118939e+00,\n",
+       "        5.39912079e-01, -5.95677394e-01,  2.85100290e-01, -2.77026523e-01,\n",
+       "        1.31535392e-01,  1.78941981e+00, -8.06594039e-01, -1.73021401e+00])
              • variant_id
                (variant)
                <U20
                'snp625_m0_.03m1_.07' ... 'snp124_m0_.23m1_.08'
                array(['snp625_m0_.03m1_.07', 'snp1750_m0_.02m1_.04', 'snp0_m0_.37m1_.24',\n",
+       "       ..., 'snp122_m0_.26m1_.34', 'snp123_m0_.41m1_.47',\n",
+       "       'snp124_m0_.23m1_.08'], dtype='<U20')
              • contig
                (variant)
                int64
                1 1 1 1 1 1 1 1 ... 5 5 5 5 5 5 5 5
                array([1, 1, 1, ..., 5, 5, 5])
              • pos
                (variant)
                int64
                0 1 2 3 4 ... 4996 4997 4998 4999
                array([   0,    1,    2, ..., 4997, 4998, 4999])
            " + ], + "text/plain": [ + "\n", + "Dimensions: (sample: 500, variant: 5000)\n", + "Dimensions without coordinates: sample, variant\n", + "Data variables:\n", + " data (variant, sample) int8 0 0 0 0 0 0 0 0 0 ... 0 0 0 0 0 0 0 0 0\n", + " sample_id (sample) \n", + "\n", + "\n", + "Show/Hide data repr\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Show/Hide attributes\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
            xarray.Dataset
              • sample: 500
              • variant: 5000
                • data
                  (variant, sample)
                  int8
                  ...
                  [2500000 values with dtype=int8]
                • variant_id
                  (variant)
                  object
                  ...
                  array(['snp625_m0_.03m1_.07', 'snp1750_m0_.02m1_.04', 'snp0_m0_.37m1_.24', ...,\n",
+       "       'snp122_m0_.26m1_.34', 'snp123_m0_.41m1_.47', 'snp124_m0_.23m1_.08'],\n",
+       "      dtype=object)
                • contig
                  (variant)
                  int32
                  ...
                  array([1, 1, 1, ..., 5, 5, 5], dtype=int32)
                • pos
                  (variant)
                  int32
                  ...
                  array([   0,    1,    2, ..., 4997, 4998, 4999], dtype=int32)
                • sample_id
                  (sample)
                  object
                  ...
                  array(['cid0P0', 'cid1P0', 'cid2P0', ..., 'cid497P1', 'cid498P1', 'cid499P1'],\n",
+       "      dtype=object)
                • covariate_0
                  (sample)
                  float64
                  ...
                  array([ 0.548466,  0.250912, -0.638701, ..., -0.623505,  1.054939, -0.778998])
                • phenotype_0
                  (sample)
                  float64
                  ...
                  array([ 0.48534 , -0.207698,  1.490908, ...,  1.78942 , -0.806594, -1.730214])
              " + ], + "text/plain": [ + "\n", + "Dimensions: (sample: 500, variant: 5000)\n", + "Dimensions without coordinates: sample, variant\n", + "Data variables:\n", + " data (variant, sample) int8 ...\n", + " variant_id (variant) object ...\n", + " contig (variant) int32 ...\n", + " pos (variant) int32 ...\n", + " sample_id (sample) object ...\n", + " covariate_0 (sample) float64 ...\n", + " phenotype_0 (sample) float64 ..." + ] + }, + "execution_count": 55, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "xr.open_dataset('data.nc')" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.7" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/tests/notebooks/synth-01/results.csv b/tests/notebooks/synth-01/results.csv new file mode 100644 index 00000000..9b013115 --- /dev/null +++ b/tests/notebooks/synth-01/results.csv @@ -0,0 +1,5001 @@ +sid_index,SNP,Chr,GenDist,ChrPos,PValue,SnpWeight,SnpWeightSE,SnpFractVarExpl,Mixing,Nullh2 +4052,snp495_m0_.01m1_.04,5,4052,4052,7.108118575444987e-24,-0.43041755413727445,0.040536260853199065,0.4300041045303395,0.0,0.0 +2392,snp1422_m0_.49m1_.5,3,2392,2392,1.2852836211469459e-21,0.40975657154239936,0.040927190921249045,0.4096761146695922,0.0,0.0 +2650,snp1200_m0_.37m1_.36,3,2650,2650,1.5015306088519158e-13,-0.32276575977457117,0.04247756063001653,0.3226147654672045,0.0,0.0 +2003,snp433_m0_.14m1_.11,3,2003,2003,8.084089926658497e-10,0.2712651979175288,0.04329846544894137,0.27054392998157833,0.0,0.0 +180,snp2504_m0_.49m1_.15,1,180,180,5.708216071918073e-05,0.17934225391488576,0.044176864770877226,0.1791536552637844,0.0,0.0 +2214,snp2804_m0_.16m1_.3,3,2214,2214,0.00019653780705746626,-0.16596825982294738,0.04424107155434128,0.16594255298405428,0.0,0.0 +1184,snp1162_m0_.05m1_.29,2,1184,1184,0.0003177823370517071,-0.16053623522968877,0.04427605465421659,0.1605301926943067,0.0,0.0 +1399,snp1403_m0_.45m1_.74,2,1399,1399,0.00033929612677123733,0.16021992316945333,0.04440204331401375,0.15977902014807863,0.0,0.0 +2013,snp1413_m0_.04m1_.03,3,2013,2013,0.0005237156554689272,0.155352328724899,0.04449838634834474,0.15471565167245005,0.0,0.0 +2219,snp4678_m0_.36m1_.15,3,2219,2219,0.0005446822815995531,0.15447556611830504,0.04438404667221844,0.15425016544717166,0.0,0.0 +4307,snp3970_m0_.53m1_.17,5,4307,4307,0.0007105337789687037,0.15107362334326516,0.044344413255967045,0.1510632417112567,0.0,0.0 +4521,snp239_m0_.52m1_.08,5,4521,4521,0.0007484995299037158,0.15044089169925962,0.04434834169657935,0.15043187799491134,0.0,0.0 +2428,snp2808_m0_.32m1_.2,3,2428,2428,0.0008739528973280044,0.14871617143441979,0.04441177692350847,0.14853786616082473,0.0,0.0 +1661,snp4166_m0_.63m1_.5,2,1661,1661,0.0009199711596632007,-0.1480843379299979,0.04441634427382735,0.147905749309212,0.0,0.0 +3201,snp954_m0_.26m1_.46,4,3201,3201,0.0010756962084203115,-0.14634106669428795,0.04449033962391077,0.14596403976858716,0.0,0.0 +3225,snp210_m0_.24m1_.42,4,3225,3225,0.001147855257062161,-0.1456074037226234,0.044520652319514874,0.1451509329038379,0.0,0.0 +3276,snp3951_m0_.12m1_.27,4,3276,3276,0.0011575654039228283,-0.14504659476058224,0.044382225200593504,0.14504513519407114,0.0,0.0 +3801,snp3345_m0_.15m1_.25,4,3801,3801,0.0011776260307043746,-0.14482397739926134,0.044381619454872345,0.14482912814240795,0.0,0.0 +3446,snp1708_m0_.39m1_.27,4,3446,3446,0.0012223053556689814,0.14437248519958454,0.044390123173921596,0.14435996373745577,0.0,0.0 +1065,snp1395_m0_.34m1_.66,2,1065,1065,0.001243386637678855,0.14426607550702428,0.04442525983061831,0.14414405552208834,0.0,0.0 +3613,snp2471_m0_.38m1_.13,4,3613,3613,0.001245153524616806,0.14423168861460509,0.04442031731722369,0.14412611299967398,0.0,0.0 +4236,snp726_m0_.28m1_.31,5,4236,4236,0.0013326833396405822,0.14337229238366384,0.04442654861966966,0.143265343843729,0.0,0.0 +1151,snp2648_m0_.62m1_.34,2,1151,1151,0.0015440442272844372,0.14142103794790525,0.04441720416570857,0.14138391124753685,0.0,0.0 +3557,snp4838_m0_.64m1_.28,4,3557,3557,0.0015618755090281349,0.1412345437967689,0.04440596444056402,0.14123621277545803,0.0,0.0 +3720,snp1846_m0_.3m1_.36,4,3720,3720,0.001584829948856119,-0.14116825637914632,0.04444544481245003,0.14104834107040837,0.0,0.0 +1925,snp3175_m0_.18m1_.24,2,1925,1925,0.0016768731651055598,-0.14096911602208817,0.044618023232909865,0.14031925980958193,0.0,0.0 +2899,snp1957_m0_.29m1_.06,3,2899,2899,0.0017075945974707291,0.14022705419997517,0.04445916434461977,0.1400840717782691,0.0,0.0 +1909,snp1410_m0_.61m1_.33,2,1909,1909,0.0017275062482738563,0.1400219676190042,0.044442800799043045,0.13993370182332449,0.0,0.0 +4121,snp3229_m0_.3m1_.12,5,4121,4121,0.0018236644533533952,0.13924862784141281,0.044425447562743026,0.13922917089698872,0.0,0.0 +4541,snp2491_m0_.38m1_.1,5,4541,4541,0.0018450873474560538,0.1391217087325005,0.044434525517830226,0.139076856887041,0.0,0.0 +4130,snp4107_m0_.67m1_.28,5,4130,4130,0.0018476196129704984,0.1394874026527336,0.04455717250238072,0.13905896000225962,0.0,0.0 +3265,snp1440_m0_.35m1_.32,4,3265,3265,0.0018851369592600736,-0.1387965914901287,0.0444220251404302,0.1387964038621502,0.0,0.0 +24,snp1250_m0_.15m1_.29,1,24,24,0.0019602856685727054,-0.1384051047254854,0.04446389696389429,0.13828457826792778,0.0,0.0 +3973,snp2114_m0_.26m1_.17,4,3973,3973,0.0020546526226993323,0.13777365328826977,0.04446355126039109,0.13766671039727713,0.0,0.0 +451,snp392_m0_.41m1_.43,1,451,451,0.0020606144564218167,0.13762330206163237,0.04442758046056129,0.13762855294271847,0.0,0.0 +2758,snp3818_m0_.54m1_.28,3,2758,2758,0.0021615248069551977,0.13699752486656286,0.04443318838653236,0.13699755827852314,0.0,0.0 +148,snp2128_m0_.54m1_.26,1,148,148,0.002560425544414852,0.13535721081937288,0.044650275732332906,0.1347412214726954,0.0,0.0 +3357,snp214_m0_.47m1_.38,4,3357,3357,0.00261209708511355,0.13495404381546075,0.04460777879633913,0.1344728200283378,0.0,0.0 +4365,snp2619_m0_.08m1_.1,5,4365,4365,0.00262416589886957,-0.13440573935196565,0.044447409399668805,0.1344108277492948,0.0,0.0 +2086,snp1672_m0_.15m1_.34,3,2086,2086,0.0029568174834995005,-0.13318455414911703,0.04458864005583984,0.1327968819528318,0.0,0.0 +4332,snp980_m0_.63m1_.36,5,4332,4332,0.003028529584527583,-0.13270406966362824,0.0445391228564799,0.1324707357366016,0.0,0.0 +4748,snp2872_m0_.29m1_.09,5,4748,4748,0.003054720926430964,0.13268670253127227,0.04457349053102991,0.1323533666779308,0.0,0.0 +42,snp2878_m0_.82m1_.58,1,42,42,0.0031144818890146116,-0.132106582714362,0.0444690292108947,0.13208895364796228,0.0,0.0 +2053,snp4925_m0_.03m1_.43,3,2053,2053,0.0031706146333138267,-0.13194696233554254,0.04449902059734637,0.1318447609870399,0.0,0.0 +2096,snp4297_m0_.14m1_.43,3,2096,2096,0.0032686718829492557,-0.13165904547070537,0.04454539382704539,0.1314274585545415,0.0,0.0 +2580,snp1050_m0_.42m1_.26,3,2580,2580,0.0034524388382709925,0.13068812152391113,0.044475922084808876,0.1306751275204428,0.0,0.0 +4981,snp4623_m0_.49m1_.25,5,4981,4981,0.00352712954389714,0.13037482184919547,0.044471581662429725,0.1303796970181404,0.0,0.0 +4529,snp3360_m0_.53m1_.25,5,4529,4529,0.003599670164684066,0.13044112720670623,0.0445921511385948,0.13009815402730546,0.0,0.0 +928,snp149_m0_.27m1_.1,1,928,928,0.0036171685227140097,0.13011941800459226,0.044505537139075756,0.13003101055797645,0.0,0.0 +3655,snp1594_m0_.09m1_.08,4,3655,3655,0.0037428377722736775,-0.12955614789677444,0.044477693703840186,0.12955727386109825,0.0,0.0 +1118,snp1908_m0_.15m1_.09,2,1118,1118,0.0037705111663663385,0.12945506616901398,0.044478739571029664,0.12945489294236073,0.0,0.0 +3145,snp2459_m0_.07m1_.06,4,3145,3145,0.003846294128183754,-0.12919450598745047,0.04448599359989228,0.12917797079397164,0.0,0.0 +1214,snp2650_m0_.46m1_.06,2,1214,1214,0.003975226925580257,0.12871292539991713,0.044481232367666386,0.12871799096833908,0.0,0.0 +3433,snp1213_m0_.21m1_.07,4,3433,3433,0.004066075475709474,0.128583383364303,0.04454768758957031,0.12840192353982582,0.0,0.0 +659,snp1266_m0_.02m1_.2,1,659,659,0.004100113713840092,-0.12862978656754012,0.04460500980424458,0.12828514635774454,0.0,0.0 +1620,snp1173_m0_.34m1_.09,2,1620,1620,0.0041354365156588534,0.12816234440790455,0.044485314058777696,0.1281648859121951,0.0,0.0 +3156,snp208_m0_.22m1_.29,4,3156,3156,0.004165241164712254,-0.12825181787807272,0.04455197768885719,0.1280641333085723,0.0,0.0 +4586,snp84_m0_.28m1_.14,5,4586,4586,0.004372762996677458,0.1277810828281822,0.044630762140141715,0.12738016340233962,0.0,0.0 +931,snp2897_m0_.31m1_.15,1,931,931,0.004556799399028873,0.1268085282095224,0.044497872372351324,0.1267977163931828,0.0,0.0 +1794,snp546_m0_.29m1_.67,2,1794,1794,0.0046410355583148015,-0.1266556684351361,0.04453687835366998,0.12653818011295034,0.0,0.0 +44,snp2378_m0_.36m1_.2,1,44,44,0.004888880431411403,0.12584817374793544,0.04451736053826366,0.1257984886710214,0.0,0.0 +3564,snp2346_m0_.5m1_.66,4,3564,3564,0.0051609933560141,0.12519436218287172,0.04456469333764968,0.12502434847228888,0.0,0.0 +2022,snp552_m0_.28m1_.03,3,2022,2022,0.005341592336753102,0.12456542143795922,0.04451939813043873,0.12453061882650651,0.0,0.0 +988,snp1156_m0_.14m1_.38,1,988,988,0.005479886314595096,-0.12427018562929049,0.0445475933625288,0.124162604861275,0.0,0.0 +852,snp3895_m0_.58m1_.53,1,852,852,0.005553023971708698,-0.12400269087977511,0.04452135554397847,0.12397134473452016,0.0,0.0 +2252,snp185_m0_.53m1_.33,3,2252,2252,0.0056465964789762,0.12372617869961465,0.04451010556839561,0.1237299235873531,0.0,0.0 +4454,snp361_m0_.18m1_.44,5,4454,4454,0.005694103982623708,-0.12365995829687691,0.04453057922160118,0.12360872625304742,0.0,0.0 +3204,snp2072_m0_.26m1_.58,4,3204,3204,0.005778234201194848,-0.12359348555948496,0.04458444290017709,0.12339631347909608,0.0,0.0 +1355,snp4276_m0_.01m1_.07,2,1355,1355,0.0059325934623516,-0.12308712715010647,0.04454201298073444,0.1230137142788041,0.0,0.0 +3521,snp218_m0_.3m1_.09,4,3521,3521,0.00605537546891129,0.1227203022980951,0.04451876459828513,0.12271571821099993,0.0,0.0 +2782,snp2930_m0_.34m1_.32,3,2782,2782,0.006167189127593161,-0.12252011346807526,0.044544424034009954,0.12244902689159703,0.0,0.0 +1217,snp2534_m0_.14m1_.2,2,1217,1217,0.006177565618134031,0.12255102778542773,0.04456472646413405,0.12242449814290154,0.0,0.0 +1513,snp3911_m0_.68m1_.18,2,1513,1513,0.006185721607778473,0.12240515422878467,0.04451878869918788,0.1224052443336737,0.0,0.0 +3291,snp1067_m0_.62m1_.43,4,3291,3291,0.00629399355777723,-0.12218585342792018,0.044532639633967655,0.12215178325627692,0.0,0.0 +2557,snp3077_m0_.22m1_.02,3,2557,2557,0.006328245636017999,0.12207739645198899,0.04452247705471154,0.12207241481629784,0.0,0.0 +3559,snp2954_m0_.51m1_.3,4,3559,3559,0.006597451400072621,0.12150068453344534,0.044538313478385265,0.12146169454340283,0.0,0.0 +4937,snp1115_m0_.1m1_.1,5,4937,4937,0.00662415164731111,0.12162035983490294,0.04460430305440036,0.12140234665444616,0.0,0.0 +735,snp3892_m0_.17m1_.2,1,735,735,0.006701024954810661,0.12122994352864842,0.04452427688655142,0.12123266634511852,0.0,0.0 +894,snp1153_m0_.12m1_.33,1,894,894,0.006726317001099955,-0.12122144161833986,0.044541828998986635,0.12117722123688854,0.0,0.0 +107,snp4626_m0_.31m1_.05,1,107,107,0.006842609428238484,0.12093492136656704,0.04453073854173715,0.12092466541171208,0.0,0.0 +872,snp272_m0_.31m1_.12,1,872,872,0.006918480300347947,0.12076355286895109,0.04452843823136523,0.12076195906737068,0.0,0.0 +1067,snp2404_m0_.42m1_.55,2,1067,1067,0.0071614813268519656,0.12029154934018323,0.04454550546942233,0.12025138129902553,0.0,0.0 +1923,snp3920_m0_.12m1_.41,2,1923,1923,0.007365097952132775,-0.12004751209014417,0.0446117271117197,0.119835358549966,0.0,0.0 +4267,snp74_m0_.4m1_.09,5,4267,4267,0.0074064014408925195,0.11975767673071216,0.04453536422922262,0.11975222581430739,0.0,0.0 +1382,snp2164_m0_.12m1_.03,2,1382,1382,0.007435411983701607,0.11975847865833449,0.04455761086491127,0.11969408296039122,0.0,0.0 +1367,snp2539_m0_.61m1_.33,2,1367,1367,0.007578102880558345,0.11948640732212187,0.044563296320237596,0.11941102133516834,0.0,0.0 +4592,snp241_m0_.34m1_.02,5,4592,4592,0.007590852342175032,0.11938139107304116,0.044533610581779286,0.11938596215983129,0.0,0.0 +1928,snp1297_m0_.7m1_.3,2,1928,1928,0.007837633122176415,0.1189044744736997,0.04453650132431845,0.11890817558960093,0.0,0.0 +2742,snp4070_m0_.22m1_.16,3,2742,2742,0.007867676212046667,-0.11899813614059936,0.04459335881521164,0.11885093066983862,0.0,0.0 +653,snp266_m0_.55m1_.24,1,653,653,0.007882627654837326,0.11885758509361291,0.0445514931364602,0.11882251450119322,0.0,0.0 +2467,snp192_m0_.65m1_.33,3,2467,2467,0.00794355606572774,-0.11871131407577232,0.04454050546360794,0.11870721164408835,0.0,0.0 +2930,snp1958_m0_.65m1_.62,3,2930,2930,0.008235023406591768,-0.11817421925844865,0.04454483770152909,0.11816632002554411,0.0,0.0 +3900,snp2093_m0_.01m1_.07,4,3900,3900,0.008254473172558962,-0.11818407917919342,0.04456212477371824,0.11813083721399542,0.0,0.0 +1082,snp2899_m0_.14m1_.53,2,1082,1082,0.00825588907612748,-0.11812654356366331,0.044541417194190046,0.11812825705063164,0.0,0.0 +1081,snp3651_m0_.18m1_.13,2,1081,1081,0.008453855082913294,0.11822476502460186,0.044715462563340316,0.11777133652632167,0.0,0.0 +2730,snp3440_m0_.43m1_.47,3,2730,2730,0.008467883026080735,0.11778853950482102,0.044560066544105485,0.11774632873290382,0.0,0.0 +3948,snp2730_m0_.46m1_.62,4,3948,3948,0.00854129500739055,0.11763762798468831,0.044552960594799275,0.11761605556142579,0.0,0.0 +372,snp3631_m0_.06m1_.22,1,372,372,0.008595549594263546,-0.11752434710157408,0.04454678764993561,0.11752041797455379,0.0,0.0 +2348,snp3070_m0_.04m1_.01,3,2348,2348,0.008857233828287313,-0.11706779455955806,0.04454817513308169,0.11706655350591698,0.0,0.0 +3959,snp2110_m0_.36m1_.33,4,3959,3959,0.00886576407685283,0.11719320802241837,0.04460153610795095,0.11705196069621555,0.0,0.0 +2457,snp815_m0_.57m1_.38,3,2457,2457,0.00895218646588571,0.11692571315344491,0.04455652004284526,0.11690481763439751,0.0,0.0 +1995,snp802_m0_.12m1_.53,2,1995,1995,0.009060564103566981,-0.11688764167267764,0.044612715383641414,0.11672207068909686,0.0,0.0 +1254,snp2161_m0_.31m1_.36,2,1254,1254,0.00910305025118125,-0.11686260919666797,0.04463072648510849,0.11665096087000754,0.0,0.0 +1307,snp2162_m0_.61m1_.42,2,1307,1307,0.0092208627608775,0.11696453119156466,0.0447457329978588,0.11645530995960857,0.0,0.0 +2624,snp1199_m0_.46m1_.34,3,2624,2624,0.009265869247022857,0.11647789102584874,0.04458834738555692,0.11638115458431195,0.0,0.0 +861,snp4641_m0_.24m1_.02,1,861,861,0.009276095160933286,0.11638345000823791,0.04455871697046515,0.11636435044387058,0.0,0.0 +2192,snp1810_m0_.08m1_.01,3,2192,2192,0.00930888469716133,0.11632144639507233,0.04455584979893583,0.11631057865098741,0.0,0.0 +4580,snp865_m0_.1m1_.06,5,4580,4580,0.009446976476802513,0.11631179731659193,0.04463954270708946,0.1160859538628607,0.0,0.0 +674,snp4513_m0_.39m1_.3,1,674,674,0.00959591329199786,0.11585489965384857,0.044557179723007004,0.11584693756972951,0.0,0.0 +1058,snp527_m0_.35m1_.19,2,1058,1058,0.009813824825063357,0.11564784362587772,0.04461174756402723,0.11550310439175583,0.0,0.0 +803,snp4023_m0_.23m1_.52,1,803,803,0.009906614082831,-0.1153651156021736,0.0445591241184093,0.1153587517600371,0.0,0.0 +210,snp3504_m0_.04m1_.07,1,210,210,0.009972559652953902,-0.11525302435395,0.04455570278438761,0.11525688823437831,0.0,0.0 +2904,snp3322_m0_.25m1_.47,3,2904,2904,0.010087484066041784,-0.11522930042796473,0.04461561406493409,0.11508079002307615,0.0,0.0 +2373,snp2311_m0_.38m1_.21,3,2373,2373,0.01018103917179987,0.11496050253295392,0.04456728439466938,0.1149387462399519,0.0,0.0 +3350,snp2464_m0_.03m1_.16,4,3350,3350,0.010310824165716536,-0.1150739651263865,0.044688156414094536,0.11474360132578909,0.0,0.0 +4096,snp2236_m0_.43m1_.23,5,4096,4096,0.010450944883185515,0.114530848050041,0.0445591894936456,0.1145353473608631,0.0,0.0 +4030,snp3469_m0_.14m1_.16,5,4030,4030,0.010533145285845523,-0.1144775686946357,0.04458619655091992,0.11441432715462269,0.0,0.0 +3912,snp4475_m0_.09m1_.14,4,3912,3912,0.010816803945336101,-0.11419301335016843,0.04463794615684554,0.11400304168342351,0.0,0.0 +948,snp1778_m0_.36m1_.12,1,948,948,0.011102235154298971,0.1139996160690277,0.044723037340759386,0.11359872374439026,0.0,0.0 +2061,snp3801_m0_.39m1_.5,3,2061,2061,0.011296834313284442,-0.11432764225537924,0.04496014074320258,0.11332831665745786,0.0,0.0 +3090,snp3094_m0_.2m1_.48,4,3090,3090,0.011297116752844586,-0.11333134976745002,0.04456849694577892,0.11332792719769677,0.0,0.0 +2918,snp1206_m0_.16m1_.25,3,2918,2918,0.011385423728436579,-0.11330086235318146,0.044604889076204,0.11320658005528207,0.0,0.0 +4188,snp228_m0_.03m1_.27,5,4188,4188,0.011458631610154868,-0.11310228400565465,0.04456657711546917,0.11310661125587593,0.0,0.0 +2951,snp3204_m0_.17m1_.03,3,2951,2951,0.011741915806605184,0.11313095950293035,0.044730730445349094,0.11272502236832552,0.0,0.0 +3063,snp4695_m0_.18m1_.15,4,3063,3063,0.011744198964375065,0.11278984609299247,0.0445970770534243,0.11272198013915581,0.0,0.0 +1990,snp3676_m0_.23m1_.03,2,1990,1990,0.012067511742928805,0.11229335312064546,0.04457120814225989,0.11229636736406517,0.0,0.0 +3177,snp578_m0_.65m1_.43,4,3177,3177,0.012111843995888575,-0.11230191494818607,0.044597762454877066,0.11223879574475257,0.0,0.0 +2851,snp944_m0_.4m1_.07,3,2851,2851,0.01237697832907664,0.11192337119327757,0.04458439867151217,0.1118983178578012,0.0,0.0 +4181,snp4589_m0_.45m1_.41,5,4181,4181,0.012450697918250254,0.11181570925251404,0.044579242619854326,0.11180479414362608,0.0,0.0 +1750,snp1175_m0_.5m1_.3,2,1750,1750,0.012666871472988126,0.11185282816461636,0.04470394876614071,0.11153333878339612,0.0,0.0 +2012,snp2301_m0_.53m1_.3,3,2012,2012,0.01288613738446655,0.11131128025192533,0.04459730900768337,0.11126214513413837,0.0,0.0 +3530,snp4708_m0_.17m1_.11,4,3530,3530,0.01291041107206633,0.11131067191522788,0.04460915134895162,0.1112323736083096,0.0,0.0 +863,snp4774_m0_.3m1_.46,1,863,863,0.013008112181797444,-0.11110954172746632,0.04457696725738289,0.11111304088965858,0.0,0.0 +4671,snp3487_m0_.16m1_.33,5,4671,4671,0.013049871922955416,-0.11108970789190506,0.044589636264603015,0.11106227626977326,0.0,0.0 +842,snp3147_m0_.29m1_.19,1,842,842,0.01321217437827458,0.11097985672888042,0.04462525798323964,0.11086632606088156,0.0,0.0 +2561,snp3315_m0_.44m1_.56,3,2561,2561,0.013214562896407893,0.11086908949743028,0.044581885786809494,0.11086345824577042,0.0,0.0 +126,snp1881_m0_.18m1_.02,1,126,126,0.013297985959744246,0.1108313313578751,0.044607389306471616,0.11076358044930888,0.0,0.0 +1434,snp1659_m0_.09m1_.22,2,1434,1434,0.01338551184896814,-0.11071329099321195,0.044602359382919,0.11065938242553638,0.0,0.0 +2044,snp3178_m0_.16m1_.39,3,2044,2044,0.013585593589937042,-0.11043314462653489,0.04458574288850485,0.11042342511592702,0.0,0.0 +1920,snp176_m0_.63m1_.28,2,1920,1920,0.013682715713949557,0.11040056944269785,0.044618991899839804,0.11030999020126715,0.0,0.0 +3763,snp593_m0_.64m1_.47,4,3763,3763,0.01383425863263968,-0.11013352594579419,0.0445829025306143,0.11013440223529172,0.0,0.0 +357,snp1888_m0_.47m1_.34,1,357,357,0.013919950262716824,0.11018392248753282,0.044643737122368896,0.1100358621616505,0.0,0.0 +4588,snp2371_m0_.32m1_.5,5,4588,4588,0.013969617038268232,-0.11002524949218977,0.04460278109643799,0.10997899259475347,0.0,0.0 +2623,snp3437_m0_.35m1_.65,3,2623,2623,0.013987208283536575,-0.11016678599081213,0.04466842161982621,0.10995889289528127,0.0,0.0 +764,snp4022_m0_.36m1_.71,1,764,764,0.014026409624054976,0.11012267754168235,0.044668922742531265,0.10991418147392762,0.0,0.0 +3425,snp3458_m0_.27m1_.28,4,3425,3425,0.014074399318233826,-0.10986879142624734,0.04458835329650503,0.10985959588028596,0.0,0.0 +1486,snp3785_m0_.3m1_.37,2,1486,1486,0.014116286152271009,-0.10984906631623942,0.044599871485440985,0.10981208563533006,0.0,0.0 +1900,snp298_m0_.52m1_.38,2,1900,1900,0.014174409201204954,0.10983765831183487,0.04462227126179201,0.10974636447107554,0.0,0.0 +737,snp2147_m0_.23m1_.24,1,737,737,0.0142471324687018,-0.109796715097094,0.044639355047632515,0.10966446754316625,0.0,0.0 +2990,snp2330_m0_.39m1_.68,3,2990,2990,0.014422144362649925,0.10946499997085182,0.0445849764779597,0.10946887580657282,0.0,0.0 +3859,snp2722_m0_.15m1_.08,4,3859,3859,0.014480772686896863,0.1094021449569307,0.044586193779807305,0.10940381987773351,0.0,0.0 +704,snp1641_m0_.38m1_.41,1,704,704,0.014528875362980169,-0.10942122092550406,0.04461592766867048,0.10935061626383924,0.0,0.0 +515,snp762_m0_.04m1_.05,1,515,515,0.014965149988607375,-0.10899342641617174,0.044637973296402185,0.10887502111281792,0.0,0.0 +4486,snp3974_m0_.31m1_.65,5,4486,4486,0.01500120903233472,-0.10883641778559641,0.04458973603600504,0.10883625931808177,0.0,0.0 +4105,snp1984_m0_.06m1_.29,5,4105,4105,0.015069983711778746,-0.10876989716990859,0.04459304263772046,0.10876255605279733,0.0,0.0 +895,snp4896_m0_.43m1_.59,1,895,895,0.015277505554873934,0.10853851190287443,0.044589706708284854,0.10854193890284777,0.0,0.0 +2449,snp445_m0_.33m1_.52,3,2449,2449,0.015385053107961288,-0.10848271351286277,0.0446139080615902,0.1084286377498608,0.0,0.0 +4678,snp1616_m0_.25m1_.02,5,4678,4678,0.01539951987841664,0.10847373342260347,0.044616538753676535,0.10841345011071465,0.0,0.0 +3793,snp4094_m0_.23m1_.53,4,3793,3793,0.015449366098620231,-0.10849686316686881,0.04464781956033664,0.10836121580225178,0.0,0.0 +1277,snp1786_m0_.31m1_.22,2,1277,1277,0.01568338797700425,0.10812942630572707,0.04459792402177149,0.10811794144528125,0.0,0.0 +2979,snp4821_m0_.01m1_.02,3,2979,2979,0.015706047095987313,-0.10816618340567294,0.04462285037729128,0.10809455586086175,0.0,0.0 +3,snp375_m0_.52m1_.68,1,3,3,0.01572613717137181,0.1083060610856384,0.0446892185184278,0.1080738464194404,0.0,0.0 +453,snp2388_m0_.11m1_.21,1,453,453,0.0157526819129932,-0.10804495795211201,0.044592891174802744,0.10804651886969653,0.0,0.0 +1300,snp1283_m0_.34m1_.55,2,1300,1300,0.015779436627729387,-0.1080299142287044,0.04459816860577674,0.10801901598738828,0.0,0.0 +945,snp1648_m0_.31m1_.09,1,945,945,0.01578721394528957,0.10827945882352151,0.044704533072873975,0.10801102885654736,0.0,0.0 +957,snp1392_m0_.51m1_.54,1,957,957,0.016015130321397807,-0.10777672299442155,0.044594112575582254,0.10777848219114873,0.0,0.0 +478,snp639_m0_.51m1_.16,1,478,478,0.016122877792468304,0.1078133888482723,0.044654944435382746,0.10766955409835623,0.0,0.0 +3955,snp1487_m0_.26m1_.27,4,3955,3955,0.01633165697366931,-0.10765660006109018,0.04467785464000845,0.1074602904296174,0.0,0.0 +1707,snp4665_m0_.4m1_.23,2,1707,1707,0.016342866517952723,0.10746981637182951,0.044605029053828724,0.10744912129872,0.0,0.0 +1464,snp286_m0_.42m1_.14,2,1464,1464,0.01646776938905355,0.10750936263318919,0.04467359891159477,0.10732512057011837,0.0,0.0 +57,snp4000_m0_.27m1_.04,1,57,57,0.01647641269713849,0.10732359159717957,0.04459999966069105,0.10731657019646468,0.0,0.0 +4471,snp606_m0_.39m1_.21,5,4471,4471,0.016554756354659333,0.10724319211916375,0.044599096475536226,0.10723924754324506,0.0,0.0 +3002,snp3446_m0_.11m1_.02,4,3002,3002,0.01667150976386342,0.10730605969931732,0.0446735521327649,0.10712460814590143,0.0,0.0 +63,snp500_m0_.59m1_.37,1,63,63,0.01680173879655916,0.10704629686892544,0.04461893710359701,0.10699756334632109,0.0,0.0 +4939,snp4249_m0_.05m1_.12,5,4939,4939,0.016825164519949757,-0.10702035782000392,0.04461772655891876,0.1069748019209067,0.0,0.0 +331,snp2134_m0_.28m1_.33,1,331,331,0.016866546458061276,-0.10693460309437657,0.0445989033768711,0.10693466115983659,0.0,0.0 +2502,snp2315_m0_.24m1_.36,3,2502,2502,0.016917265975563714,-0.10724519301715871,0.04474921663252606,0.10688558026355793,0.0,0.0 +1991,snp1299_m0_.31m1_.47,2,1991,1991,0.01695712747620102,-0.10688387177109437,0.044614700175483454,0.10684709686792916,0.0,0.0 +1056,snp4151_m0_.37m1_.19,2,1056,1056,0.017035194034074736,0.10689046716437849,0.044649214390120325,0.10677195798814063,0.0,0.0 +4447,snp983_m0_.39m1_.24,5,4447,4447,0.0176023426295712,0.10623330634461545,0.044601604727981504,0.10623494353865917,0.0,0.0 +2383,snp3188_m0_.03m1_.11,3,2383,2383,0.017759980001136603,-0.10609720478822342,0.044606708707179525,0.10608836946309795,0.0,0.0 +3080,snp463_m0_.04m1_.13,4,3080,3080,0.01871387315653347,-0.10523976493564619,0.04461340432737594,0.10522491541089841,0.0,0.0 +1364,snp787_m0_.51m1_.29,2,1364,1364,0.01885323609135924,0.10520104647348734,0.044649731052622765,0.105101997398346,0.0,0.0 +3508,snp587_m0_.19m1_.07,4,3508,3508,0.01904605244918409,-0.10493229821037231,0.04460809423681389,0.10493323334207325,0.0,0.0 +1131,snp3777_m0_.2m1_.51,2,1131,1131,0.019139947442290632,-0.10487083529996347,0.04461706609153911,0.1048515895834186,0.0,0.0 +1108,snp1782_m0_.69m1_.39,2,1108,1108,0.019193185238287114,-0.10480598065340775,0.04460932073810756,0.10480545309299773,0.0,0.0 +818,snp4516_m0_.16m1_.35,1,818,818,0.019425352899146913,-0.10470470407171817,0.0446523262005652,0.1046055482950471,0.0,0.0 +463,snp511_m0_.23m1_.12,1,463,463,0.01955866966198812,0.10458039073181014,0.04464844329358067,0.10449169653708,0.0,0.0 +865,snp1522_m0_.42m1_.44,1,865,865,0.019737710177697095,0.10435099756723817,0.04461605608229138,0.10433985552735188,0.0,0.0 +1534,snp4039_m0_.61m1_.24,2,1534,1534,0.01979099014609955,0.104315018040252,0.044620108540145045,0.10429490129585421,0.0,0.0 +1784,snp172_m0_.02m1_.11,2,1784,1784,0.020127014573562297,-0.1040457198688102,0.04462652012514334,0.10401378826394207,0.0,0.0 +3352,snp4576_m0_.15m1_.24,4,3352,3352,0.02018539789987999,-0.10401979072550915,0.044636407260660496,0.10396536263340136,0.0,0.0 +703,snp1518_m0_.28m1_.26,1,703,703,0.020225409924439035,0.10398214463212048,0.04463462607415701,0.10393224526724287,0.0,0.0 +3690,snp4583_m0_.64m1_.25,4,3690,3690,0.02023680564759823,0.10392382937299985,0.04461368255426893,0.10392282362187655,0.0,0.0 +4563,snp1612_m0_.23m1_.63,5,4563,4563,0.020537010911737104,-0.10371262858454762,0.04463005109036072,0.10367626972506805,0.0,0.0 +1173,snp1530_m0_.22m1_.19,2,1173,1173,0.020596468418907842,-0.10376069676837456,0.04467184278331907,0.10362781037082433,0.0,0.0 +4785,snp4608_m0_.35m1_.39,5,4785,4785,0.020644407681450823,0.10360561313458028,0.04462204325476629,0.10358882715057031,0.0,0.0 +4877,snp3373_m0_.34m1_.22,5,4877,4877,0.020850013255996423,0.10344494880624036,0.04462526548531741,0.10342252022296125,0.0,0.0 +113,snp4500_m0_.33m1_.3,1,113,113,0.021165400450678107,-0.10316645785511352,0.044615162968074294,0.10317016363608066,0.0,0.0 +2256,snp42_m0_.61m1_.2,3,2256,2256,0.021230298788517905,0.10313334795271648,0.04462336860379646,0.10311864092377235,0.0,0.0 +3714,snp1342_m0_.17m1_.26,4,3714,3714,0.021306736464968102,-0.10305559639536228,0.044616188655308635,0.10305813226769475,0.0,0.0 +581,snp4259_m0_.16m1_.42,1,581,581,0.021379436131321424,-0.1030252933596666,0.04462818155826698,0.10300075728364336,0.0,0.0 +4183,snp1853_m0_.28m1_.08,5,4183,4183,0.021515308969152016,0.103220737317527,0.044759741755736306,0.10289397828940271,0.0,0.0 +2699,snp696_m0_.22m1_.42,3,2699,2699,0.021659010311368986,-0.10287339288901272,0.04465838218370403,0.10278168207257529,0.0,0.0 +1569,snp3046_m0_.41m1_.44,2,1569,1569,0.02166944641099031,-0.10290763395077913,0.04467681828641754,0.10277355193294527,0.0,0.0 +4179,snp4849_m0_.65m1_.27,5,4179,4179,0.02181670706180238,0.1027194782835245,0.044645339991009225,0.102659190716326,0.0,0.0 +2719,snp4816_m0_.64m1_.23,3,2719,2719,0.021904697655931355,0.10269333006610669,0.04466388051062935,0.10259117731035348,0.0,0.0 +654,snp516_m0_.64m1_.62,1,654,654,0.02192859674773162,-0.10266406498664134,0.04465926148352806,0.1025727451467958,0.0,0.0 +158,snp2503_m0_.53m1_.27,1,158,158,0.022279534245853796,0.10231476570365211,0.044625442390137576,0.10230407163979464,0.0,0.0 +1554,snp2169_m0_.06m1_.26,2,1554,1554,0.02240033450345048,-0.10221855190538115,0.04462387009451494,0.10221243701904544,0.0,0.0 +2598,snp3935_m0_.45m1_.21,3,2598,2598,0.022475269954795204,0.10216748672214294,0.044626562445236446,0.10215580878660925,0.0,0.0 +2164,snp3428_m0_.32m1_.23,3,2164,2164,0.022781508711310152,0.1019247345144009,0.04462193240986591,0.10192607347785365,0.0,0.0 +3932,snp4481_m0_.37m1_.11,4,3932,3932,0.022827213616502327,0.10188847891744313,0.04462112599783902,0.10189201615316826,0.0,0.0 +1253,snp2535_m0_.22m1_.26,2,1253,1253,0.02286448515678083,-0.10186514169862988,0.0446231770209762,0.10186428670261453,0.0,0.0 +523,snp140_m0_.18m1_.55,1,523,523,0.02289440559584388,-0.10184834756910054,0.04462566186609535,0.10184205467282081,0.0,0.0 +228,snp3255_m0_.32m1_.13,1,228,228,0.023166359571387133,0.10167388280431945,0.044638206809556505,0.10164112795180841,0.0,0.0 +3680,snp2083_m0_.05m1_.22,4,3680,3680,0.023359034799862156,-0.10155697960854349,0.0446495207796195,0.1015000066983375,0.0,0.0 +2241,snp2190_m0_.63m1_.38,3,2241,2241,0.02338232383310624,-0.10152979786353174,0.04464512089208123,0.10148301740757576,0.0,0.0 +2052,snp2676_m0_.56m1_.25,3,2052,2052,0.023578537047441506,0.1014802232029723,0.04468674738637944,0.10134045882821249,0.0,0.0 +4452,snp732_m0_.25m1_.32,5,4452,4452,0.023579532476921652,0.10138135867708203,0.04464353320293987,0.10133973822053831,0.0,0.0 +4401,snp3608_m0_.16m1_.11,5,4401,4401,0.024116427865700618,0.10103082891033893,0.044660546438978474,0.10095485165725597,0.0,0.0 +3046,snp2068_m0_.57m1_.22,4,3046,3046,0.02431203015704853,0.10099766959734986,0.044707800781216084,0.10081646903929228,0.0,0.0 +292,snp2630_m0_.63m1_.2,1,292,292,0.02452985195393281,0.10069035585389713,0.04464019378138772,0.10066349449123924,0.0,0.0 +1074,snp2156_m0_.03m1_.16,2,1074,1074,0.02474210576891166,-0.10065822328236206,0.04469230073033504,0.10051555500311625,0.0,0.0 +1634,snp668_m0_.11m1_.13,2,1634,1634,0.024855448771693236,-0.10044234836925967,0.04463168652534721,0.10043700405416867,0.0,0.0 +1966,snp1548_m0_.13m1_.39,2,1966,1966,0.025003178213930388,-0.10033123526727336,0.04462806066783657,0.10033508495455233,0.0,0.0 +1508,snp287_m0_.05m1_.02,2,1508,1508,0.02510110311420569,0.10029549997557656,0.04464240125737684,0.1002678123173762,0.0,0.0 +404,snp259_m0_.01m1_.02,1,404,404,0.025105954069351837,0.10027395235008559,0.04463430611042114,0.10026448569123088,0.0,0.0 +4139,snp2613_m0_.11m1_.02,5,4139,4139,0.02510871745573138,0.10028023617632995,0.04463795532143088,0.10026259089938742,0.0,0.0 +4116,snp3114_m0_.08m1_.2,5,4116,4116,0.025520599681306273,-0.10006729060624105,0.04466936632189454,0.09998216455739187,0.0,0.0 +637,snp1516_m0_.16m1_.08,1,637,637,0.025662586935264547,0.09994113675800487,0.04465625656430724,0.09988639841617242,0.0,0.0 +2790,snp2821_m0_.44m1_.08,3,2790,2790,0.02575214680561458,0.0998441060559767,0.044640062302461744,0.09982622772084883,0.0,0.0 +91,snp2501_m0_.17m1_.53,1,91,91,0.02589773191972442,-0.09984218061616915,0.04468324918935821,0.09972880047333618,0.0,0.0 +1274,snp3037_m0_.26m1_.37,2,1274,1274,0.026161251230533675,-0.09955374314600286,0.0446333380799721,0.09955364472480754,0.0,0.0 +2132,snp680_m0_.32m1_.26,3,2132,2132,0.02620752749943294,0.09954414400878461,0.044642894535680655,0.09952304294325352,0.0,0.0 +4386,snp4855_m0_.55m1_.54,5,4386,4386,0.0262580726017993,-0.09951552007312162,0.044645177332884325,0.09948967140302435,0.0,0.0 +1025,snp526_m0_.13m1_.01,2,1025,1025,0.0262677582160831,0.09947973466574461,0.044632017658772845,0.09948328296173232,0.0,0.0 +2190,snp4929_m0_.26m1_.41,3,2190,2190,0.026590677721125056,-0.09926918029885146,0.04463354058516916,0.0992714445124613,0.0,0.0 +804,snp1644_m0_.41m1_.47,1,804,804,0.02663048492671741,0.09929636400414739,0.04465755746915708,0.09924548420305941,0.0,0.0 +1199,snp23_m0_.04m1_.09,2,1199,1199,0.02681158087582778,-0.09927419825241791,0.04470111997563351,0.09912780242099471,0.0,0.0 +1592,snp1795_m0_.37m1_.17,2,1592,1592,0.027021684878047153,0.09900698728925836,0.044642508381837476,0.0989921247285723,0.0,0.0 +2536,snp936_m0_.18m1_.35,3,2536,2536,0.027175176537457088,-0.09900605678789708,0.04468701434154305,0.09889357803612996,0.0,0.0 +2409,snp1943_m0_.04m1_.07,3,2409,2409,0.027422639131947306,-0.09878971391572716,0.04466136719086327,0.09873570277813375,0.0,0.0 +2845,snp4819_m0_.14m1_.18,3,2845,2845,0.027754986475328928,0.09854429851441107,0.04464635980269858,0.09852558987449417,0.0,0.0 +2488,snp3559_m0_.45m1_.53,3,2488,2488,0.02811540768390518,0.0982968176133229,0.04463736625985119,0.0983001591745958,0.0,0.0 +3802,snp1451_m0_.64m1_.39,4,3802,3802,0.0283439716798361,-0.09823121132467119,0.04467258520141007,0.0981584839075813,0.0,0.0 +3302,snp3455_m0_.09m1_.16,4,3302,3302,0.02847001143599676,-0.09817006271194717,0.044680491321381625,0.09808077752573963,0.0,0.0 +1563,snp422_m0_.23m1_.23,2,1563,1563,0.028587900100256136,0.09807508424088272,0.04467056418739204,0.09800836342048716,0.0,0.0 +2543,snp2198_m0_.41m1_.12,3,2543,2543,0.02872400828069638,0.09794679321927528,0.04465044249738582,0.09792507604813602,0.0,0.0 +527,snp640_m0_.63m1_.47,1,527,527,0.02882687585034105,-0.09787084919931623,0.04464469442617701,0.09786235378946348,0.0,0.0 +1038,snp4029_m0_.27m1_.08,2,1038,1038,0.02883333645455717,0.0978717368375315,0.04464691093449016,0.0978584209298387,0.0,0.0 +1461,snp1917_m0_.22m1_.33,2,1461,1461,0.02885307606124295,-0.09788641383484359,0.04465914096377639,0.09784640923010582,0.0,0.0 +884,snp4392_m0_.28m1_.5,1,884,884,0.029061280218041424,-0.09773272121023849,0.044647192039145564,0.09772014309133699,0.0,0.0 +4065,snp2611_m0_.1m1_.16,5,4065,4065,0.029114915192920515,-0.09774820729304462,0.044669220364521534,0.09768774174836321,0.0,0.0 +2814,snp1954_m0_.1m1_.19,3,2814,2814,0.029175081352270964,-0.09768404079861495,0.04465664478615038,0.09765145575351562,0.0,0.0 +1380,snp906_m0_.17m1_.28,2,1380,1380,0.029201888348171567,-0.097752271958363,0.04469529836843633,0.09763530922176682,0.0,0.0 +3397,snp1444_m0_.17m1_.07,4,3397,3397,0.029453195576724954,0.09754495694975819,0.04467014275828144,0.09748455567578501,0.0,0.0 +1870,snp297_m0_.16m1_.26,2,1870,1870,0.029616531751530596,0.09738925815559975,0.0446438698169716,0.0973871644327233,0.0,0.0 +2242,snp3430_m0_.63m1_.43,3,2242,2242,0.029752056418476162,-0.09750169064387461,0.044732720301288845,0.09730670511591462,0.0,0.0 +2017,snp2917_m0_.29m1_.39,3,2017,2017,0.03003107242717246,-0.09714708411190154,0.04464630222036578,0.09714204111268311,0.0,0.0 +550,snp4510_m0_.61m1_.3,1,550,550,0.03012359085664729,0.0971486058260211,0.04467221512373972,0.0970877298738266,0.0,0.0 +3440,snp1590_m0_.13m1_.24,4,3440,3440,0.030288820736728835,0.09698874060847013,0.044643563883526326,0.09699108925055612,0.0,0.0 +309,snp1633_m0_.34m1_.39,1,309,309,0.030314718356704035,-0.0969727398593338,0.04464321791479291,0.09697598305943556,0.0,0.0 +1623,snp3291_m0_.5m1_.11,2,1623,1623,0.030317862691466347,0.09698118155032592,0.044647956297461384,0.09697414970830862,0.0,0.0 +2562,snp3561_m0_.11m1_.31,3,2562,2562,0.030325885808172033,-0.09731342244582201,0.04480309399535488,0.09696947244871522,0.0,0.0 +4404,snp3123_m0_.46m1_.33,5,4404,4404,0.030354272504724947,0.09696796483587448,0.04465173389599711,0.09695293227870229,0.0,0.0 +869,snp1017_m0_.37m1_.29,1,869,869,0.030576510321396855,0.09687667469600633,0.04466971130701625,0.09682389609826508,0.0,0.0 +3401,snp3217_m0_.21m1_.04,4,3401,3401,0.03067656027790897,0.09676580722022718,0.04464550763253881,0.09676606687899997,0.0,0.0 +4650,snp86_m0_.47m1_.28,5,4650,4650,0.030779667064752988,0.09682053892633903,0.04469846967608236,0.0967066395046937,0.0,0.0 +1971,snp4294_m0_.1m1_.3,2,1971,1971,0.03114761838715275,-0.09660917210447217,0.044699192187187084,0.09649594410032371,0.0,0.0 +3245,snp3098_m0_.55m1_.25,4,3245,3245,0.03114947110309129,0.0967772183258989,0.04477743830817965,0.09649488860378305,0.0,0.0 +1271,snp903_m0_.08m1_.21,2,1271,1271,0.03139648049286122,-0.0963716606735482,0.04465530211737881,0.09635464534061318,0.0,0.0 +3922,snp2098_m0_.1m1_.09,4,3922,3922,0.031447492500406016,-0.09714423211784728,0.04502689079443129,0.0963258001505474,0.0,0.0 +4667,snp1361_m0_.41m1_.35,5,4667,4667,0.03152138065768591,-0.09636634695933713,0.04468586713855945,0.09628409031644092,0.0,0.0 +1344,snp4784_m0_.35m1_.15,2,1344,1344,0.03161497513038667,0.09630768153148193,0.04468335572803497,0.09623137613708098,0.0,0.0 +3427,snp1970_m0_.43m1_.16,4,3427,3427,0.031776435119553706,0.09613696471817396,0.044646586882037466,0.09614075163600919,0.0,0.0 +89,snp4751_m0_.13m1_.16,1,89,89,0.03184968722638213,0.0961576449139914,0.0446754138148991,0.09609976633560384,0.0,0.0 +1495,snp2659_m0_.09m1_.49,2,1495,1495,0.03194571591121422,-0.09605882731298779,0.04465464418066078,0.09604615917909283,0.0,0.0 +682,snp3515_m0_.25m1_.16,1,682,682,0.032085482985867664,0.09602675500224253,0.044676250054121486,0.09596838102598344,0.0,0.0 +913,snp523_m0_.43m1_.29,1,913,913,0.03214303912477853,0.09593267233158997,0.044647478144029876,0.09593643608689789,0.0,0.0 +1875,snp921_m0_.11m1_.13,2,1875,1875,0.03233661507144804,-0.09594957149673665,0.04470570510096493,0.09582935450077341,0.0,0.0 +1145,snp1783_m0_.34m1_.08,2,1145,1145,0.03237906631054306,0.09580410979013287,0.044648938414386385,0.09580594472560411,0.0,0.0 +729,snp518_m0_.11m1_.45,1,729,729,0.032478263339117144,-0.09580366550814585,0.04467442718242103,0.09575134446246861,0.0,0.0 +1746,snp1925_m0_.13m1_.27,2,1746,1746,0.032506427487885854,-0.09587409583376766,0.044714563747974424,0.09573586824561783,0.0,0.0 +4500,snp1610_m0_.09m1_.28,5,4500,4500,0.032611197876912745,-0.09606132349992443,0.04482904451444051,0.0956783971977474,0.0,0.0 +1014,snp4899_m0_.32m1_.67,2,1014,1014,0.03276995530620086,-0.09558788218267998,0.044648975842216,0.09559161166808586,0.0,0.0 +2601,snp1198_m0_.15m1_.06,3,2601,2601,0.03283951082320769,0.09556900778323826,0.04465803339650758,0.0955537018397392,0.0,0.0 +2779,snp50_m0_.37m1_.13,3,2779,2779,0.03336519485030246,0.09560540055518206,0.044809592346806065,0.09526938366699128,0.0,0.0 +1011,snp3275_m0_.16m1_.11,2,1011,1011,0.03352385925127676,0.09518249205756753,0.04465161088400064,0.0951843203280166,0.0,0.0 +1028,snp151_m0_.45m1_.12,2,1028,1028,0.03365717458788121,0.09515420439541326,0.0446720654203888,0.09511311219557511,0.0,0.0 +4370,snp3355_m0_.7m1_.4,5,4370,4370,0.03368379461886224,-0.09509525957310944,0.04465111483337773,0.09509892237115646,0.0,0.0 +840,snp1152_m0_.25m1_.21,1,840,840,0.03392238829990706,0.0951213989985171,0.04472354335336269,0.09497216493961506,0.0,0.0 +4514,snp3482_m0_.45m1_.11,5,4514,4514,0.033925284115983986,0.09496729620508486,0.04465181601437525,0.09497063115644212,0.0,0.0 +2715,snp1690_m0_.64m1_.34,3,2715,2715,0.033957737012756214,-0.09500501371391094,0.044677706290859244,0.09495344994920535,0.0,0.0 +2344,snp3928_m0_.32m1_.16,3,2344,2344,0.0341472570840182,0.09490216336314498,0.044676845006355485,0.09485339284717806,0.0,0.0 +2157,snp3680_m0_.22m1_.64,3,2157,2157,0.034521653277173846,-0.0947322079439122,0.044690149594282504,0.09465711319934042,0.0,0.0 +4746,snp371_m0_.65m1_.41,5,4746,4746,0.034626841727884626,-0.09463150345607732,0.04466874498297482,0.0946022938175061,0.0,0.0 +1484,snp790_m0_.24m1_.07,2,1484,1484,0.03477173450019849,0.09465617048130014,0.04471629241519198,0.09452701411122108,0.0,0.0 +3322,snp213_m0_.48m1_.27,4,3322,3322,0.0348381030317385,0.09453693355885638,0.04467636561200327,0.0944926211918047,0.0,0.0 +3109,snp576_m0_.09m1_.11,4,3109,3109,0.03494056294505347,-0.09446725678646911,0.044668711032840876,0.09443963468124769,0.0,0.0 +1498,snp29_m0_.23m1_.05,2,1498,1498,0.035000437074917255,0.09474851036126052,0.044816498058629944,0.09440873234395751,0.0,0.0 +3756,snp2959_m0_.16m1_.32,4,3756,3756,0.03502908200762714,0.09463610667825882,0.044770396982283314,0.09439396398303293,0.0,0.0 +4767,snp1619_m0_.39m1_.03,5,4767,4767,0.03505326036637088,0.09439093091700605,0.04466035635287505,0.09438150643457356,0.0,0.0 +1473,snp664_m0_.03m1_.05,2,1473,1473,0.035341863999040456,-0.09425807229426048,0.04466823321951641,0.09423336940415386,0.0,0.0 +1939,snp4293_m0_.28m1_.03,2,1939,1939,0.035578558637552854,0.0941747410488292,0.0446865049041011,0.09411264291120425,0.0,0.0 +3490,snp1709_m0_.32m1_.03,4,3490,3490,0.035840398449346285,0.09403106743477131,0.04468192281972097,0.09397988430812827,0.0,0.0 +2528,snp2811_m0_.34m1_.2,3,2528,2528,0.03588947683898033,0.0940955730683271,0.04472447823398247,0.09395509230372144,0.0,0.0 +4887,snp620_m0_.13m1_.14,5,4887,4887,0.03603017488601129,0.09389953362440583,0.04466531079398418,0.09388417793485063,0.0,0.0 +2465,snp4186_m0_.12m1_.25,3,2465,2465,0.03636865416121815,-0.09371486248968201,0.044658878264076926,0.09371453762266849,0.0,0.0 +83,snp1756_m0_.34m1_.53,1,83,83,0.03641414772556026,-0.0936893958266748,0.04465765454670141,0.09369183937132668,0.0,0.0 +2923,snp3695_m0_.52m1_.19,3,2923,2923,0.03658206794571236,0.09367129792830473,0.04468924333184186,0.09360826642638569,0.0,0.0 +4311,snp4499_m0_.28m1_.17,5,4311,4311,0.03700312983205968,0.09360255985877211,0.04475684209544849,0.0934001302867184,0.0,0.0 +809,snp4390_m0_.7m1_.57,1,809,809,0.03701797387519341,-0.09341888265181336,0.044672537965529856,0.09339282946070519,0.0,0.0 +3750,snp1343_m0_.16m1_.16,4,3750,3750,0.037518588988987245,0.0933152276866629,0.04474126251139337,0.09314805233811836,0.0,0.0 +4837,snp4610_m0_.38m1_.6,5,4837,4837,0.037582686232304936,-0.09311424979646278,0.0446599616732562,0.09311691226524224,0.0,0.0 +2419,snp309_m0_.57m1_.6,3,2419,2419,0.03759656092755536,0.09310928256564219,0.04466083763978272,0.09311017751762567,0.0,0.0 +2447,snp2195_m0_.36m1_.16,3,2447,2447,0.0376279577791701,0.09315576372721115,0.04469050779481848,0.09309494533282733,0.0,0.0 +351,snp10_m0_.29m1_.16,1,351,351,0.03767782950749851,0.09334702467530318,0.04479399614096899,0.09307077221002769,0.0,0.0 +4786,snp3370_m0_.17m1_.42,5,4786,4786,0.03775219311582952,-0.09303161462360063,0.04466006444034098,0.09303477808499572,0.0,0.0 +2238,snp4301_m0_.27m1_.49,3,2238,2238,0.0377521946769764,-0.09305346508886872,0.044670554177736486,0.09303477732998729,0.0,0.0 +3785,snp4970_m0_.13m1_.13,4,3785,3785,0.037905967195538785,-0.09295879995316053,0.04466105940239178,0.09296053734234963,0.0,0.0 +1242,snp415_m0_.18m1_.36,2,1242,1242,0.03793517449873376,-0.09316835461836934,0.04476857372068694,0.09294646519040725,0.0,0.0 +4004,snp2122_m0_.48m1_.17,5,4004,4004,0.03797747221554676,0.092928068403165,0.044662983234557495,0.09292610232192174,0.0,0.0 +1390,snp2030_m0_.39m1_.44,2,1390,1390,0.03800260719731381,-0.09308510848140301,0.04474433238527548,0.09291401100467374,0.0,0.0 +2714,snp2322_m0_.56m1_.35,3,2714,2714,0.038078623750150864,0.09287387380399921,0.04466050571140385,0.09287748405339506,0.0,0.0 +1560,snp2418_m0_.55m1_.51,2,1560,1560,0.038142729762731795,-0.09285054685735378,0.04466420730568358,0.09284672829239284,0.0,0.0 +565,snp1143_m0_.68m1_.29,1,565,565,0.0381532193354146,0.0928468110993401,0.04466485025068987,0.0928416999448801,0.0,0.0 +1102,snp3776_m0_.11m1_.11,2,1102,1102,0.03827061886956196,0.0927827612117577,0.04466130699224915,0.09278550237355356,0.0,0.0 +3808,snp594_m0_.35m1_.55,4,3808,3808,0.03829898096243821,-0.09295687734332349,0.04475171274523061,0.09277194774088143,0.0,0.0 +4176,snp2968_m0_.34m1_.29,5,4176,4176,0.038309869962355414,-0.09283149960220992,0.044693880584849126,0.09276674599881979,0.0,0.0 +3804,snp4845_m0_.11m1_.11,4,3804,3804,0.038468895595450706,0.09317901647973531,0.044898209945955385,0.09269092090018141,0.0,0.0 +3305,snp3214_m0_.15m1_,4,3305,3305,0.03847550269141784,0.09294189309667894,0.04478548483032505,0.0926877763185595,0.0,0.0 +984,snp3029_m0_.23m1_.17,1,984,984,0.03857717240348743,-0.09263631490507848,0.04466172730869694,0.09263944523190618,0.0,0.0 +933,snp3897_m0_.1m1_.1,1,933,933,0.03869926835198365,-0.09261324764586397,0.044678771436097636,0.09258154647168217,0.0,0.0 +3088,snp3208_m0_.28m1_.69,4,3088,3088,0.038747658874681,-0.09255852854919544,0.044663518752040096,0.09255864215841891,0.0,0.0 +904,snp1523_m0_.23m1_.22,1,904,904,0.038764618695115105,-0.09257410711767845,0.0446749413595009,0.09255062043151584,0.0,0.0 +345,snp1634_m0_.27m1_.44,1,345,345,0.03882290152805472,-0.09252163564447285,0.04466302643673834,0.09252307621614773,0.0,0.0 +3252,snp3330_m0_.18m1_.1,4,3252,3252,0.03894293602074116,-0.09258569321810856,0.04472155150877484,0.09246645859952074,0.0,0.0 +3906,snp2094_m0_.38m1_.36,4,3906,3906,0.03896099146184584,0.09251287620649774,0.04469052414415296,0.09245795503897697,0.0,0.0 +1054,snp1527_m0_.38m1_.07,2,1054,1054,0.039257170051958556,0.0923589662175893,0.04468393764474461,0.09231893813321226,0.0,0.0 +4314,snp858_m0_.52m1_.36,5,4314,4314,0.03931891686630799,0.0923915259962616,0.04471379339836971,0.09229006803552998,0.0,0.0 +4310,snp1991_m0_.48m1_.39,5,4310,4310,0.03937262969389819,0.0922945185163528,0.04467909280855928,0.0922649854731444,0.0,0.0 +4460,snp4116_m0_.43m1_.08,5,4460,4460,0.03941417039974884,0.09238895138073339,0.044734283348395146,0.09224560684478623,0.0,0.0 +2934,snp4950_m0_.25m1_.46,3,2934,2934,0.039632575204840995,-0.0921497986645713,0.04466810696100515,0.09214400502539079,0.0,0.0 +4881,snp1624_m0_.34m1_.23,5,4881,4881,0.039643635835415775,-0.09216125615783403,0.04467617074113682,0.09213887224115279,0.0,0.0 +1706,snp1541_m0_.46m1_.23,2,1706,1706,0.03979154997137105,0.09206920334283468,0.044665049124179096,0.0920703475543244,0.0,0.0 +655,snp886_m0_.26m1_.04,1,655,655,0.03983518016342095,0.09206461674738138,0.04467269497163344,0.09205017600634538,0.0,0.0 +4569,snp3613_m0_.17m1_.09,5,4569,4569,0.03986251119931612,0.0920535990754036,0.04467352902810971,0.09203754956661042,0.0,0.0 +4297,snp2362_m0_.23m1_.4,5,4297,4297,0.0399758553223707,-0.09198164268306705,0.04466419816991214,0.09198526467984046,0.0,0.0 +4195,snp3231_m0_.27m1_.49,5,4195,4195,0.04025363525083453,-0.09189701453923785,0.04468562428562773,0.09185765484191881,0.0,0.0 +3868,snp1458_m0_.1m1_.16,4,3868,3868,0.040300653897128676,0.09191127547092928,0.0447031237765276,0.09183612859092785,0.0,0.0 +1645,snp1922_m0_.53m1_.18,2,1645,1645,0.040512751815954665,0.09173577574636572,0.0446652645959063,0.09173928825047696,0.0,0.0 +3622,snp1844_m0_.24m1_.07,4,3622,3622,0.04057196710446374,0.09175972726305962,0.044690171243040096,0.09171232808088753,0.0,0.0 +1545,snp3787_m0_.31m1_.19,2,1545,1545,0.04073998824366675,0.09166860791799253,0.04468329087721635,0.09163601026333344,0.0,0.0 +1193,snp3403_m0_.63m1_.38,2,1193,1193,0.040760682347444704,0.09166968694740806,0.044688430528871795,0.09162662908516964,0.0,0.0 +4545,snp1863_m0_.32m1_.62,5,4545,4545,0.04080802027227823,-0.09160667625671381,0.04466825587611271,0.09160518468945072,0.0,0.0 +3684,snp1714_m0_.16m1_.18,4,3684,3684,0.0409304681927177,-0.09162646687462957,0.04470515726389093,0.09154981230381157,0.0,0.0 +2355,snp1421_m0_.56m1_.28,3,2355,2355,0.041234538819649114,0.09159414962800885,0.04475688230158665,0.0914129108018807,0.0,0.0 +2225,snp438_m0_.46m1_.49,3,2225,2225,0.04146553315251312,-0.0915720331699027,0.044797188675518816,0.0913094790890502,0.0,0.0 +3619,snp4214_m0_.46m1_.26,4,3619,3619,0.04151212037385302,0.0914732776010715,0.044759159595758324,0.09128867782855656,0.0,0.0 +4994,snp119_m0_.34m1_.04,5,4994,4994,0.041681980058893196,0.09125160065603563,0.04468804616614716,0.09121300176685161,0.0,0.0 +605,snp2890_m0_.09m1_.06,1,605,605,0.04172812020147259,-0.09139990381873046,0.04477082593381421,0.09119249032536479,0.0,0.0 +2293,snp2565_m0_.14m1_.56,3,2293,2293,0.041818796535793935,-0.09114923875925994,0.0446679240677065,0.09115223618283756,0.0,0.0 +4278,snp1349_m0_.55m1_.24,5,4278,4278,0.04182569874562898,0.09119768331968404,0.044693177922781976,0.09114917508764012,0.0,0.0 +4235,snp4497_m0_.33m1_.29,5,4235,4235,0.04188339434028558,-0.09113958024396049,0.04467734216267568,0.09112360404361594,0.0,0.0 +4682,snp1737_m0_.2m1_.06,5,4682,4682,0.04191438977719274,0.09125176640941549,0.04473913175500493,0.09110987894565525,0.0,0.0 +3124,snp1700_m0_.03m1_.03,4,3124,3124,0.04191516914308618,-0.09125970225285619,0.044743193403885155,0.09110953394482289,0.0,0.0 +4829,snp874_m0_.15m1_.12,5,4829,4829,0.04199798109979461,-0.09116565170916555,0.04471520849141105,0.09107290649492758,0.0,0.0 +1760,snp4535_m0_.25m1_.19,2,1760,1760,0.042103720770466084,0.091205750807247,0.04475800906032291,0.09102622666615179,0.0,0.0 +778,snp4515_m0_.73m1_.62,1,778,778,0.042155691193927536,-0.09101482077902025,0.044675649148021655,0.09100332004568833,0.0,0.0 +4494,snp4117_m0_.61m1_.3,5,4494,4494,0.04254738039961665,0.09082792348944982,0.04466897827473002,0.09083144014763166,0.0,0.0 +2024,snp300_m0_.29m1_.28,3,2024,2024,0.04258166327138784,0.09086372293226493,0.04469401680362363,0.09081645982562492,0.0,0.0 +1731,snp4168_m0_.39m1_.16,2,1731,1731,0.0426610696712967,0.09079268624378575,0.04467626696382266,0.09078180123707832,0.0,0.0 +1533,snp3045_m0_.55m1_.24,2,1533,1533,0.04270315826624007,0.09076258022696161,0.04467055633770877,0.09076345283466317,0.0,0.0 +3029,snp4201_m0_.05m1_.19,4,3029,3029,0.04285871147188748,-0.09069221438138757,0.044669510190169376,0.09069577187298537,0.0,0.0 +4620,snp3615_m0_.35m1_.36,5,4620,4620,0.04288049871608856,-0.09080408568962466,0.04472931693433199,0.09068630881356306,0.0,0.0 +2816,snp2931_m0_.32m1_.07,3,2816,2816,0.04291174180213344,0.09067021434794287,0.04467010929835679,0.0906727457786812,0.0,0.0 +2757,snp569_m0_.14m1_.07,3,2757,2757,0.043096750733150974,0.09060282898976237,0.04467672705040994,0.09059260108405179,0.0,0.0 +1621,snp3789_m0_.13m1_.2,2,1621,1621,0.04314383328380318,-0.09099233400803465,0.044878958438299185,0.0905722515065197,0.0,0.0 +4674,snp2986_m0_.34m1_.13,5,4674,4674,0.04343809226715248,0.09048873917935042,0.04469364385827139,0.09044549182886755,0.0,0.0 +2251,snp2681_m0_.33m1_.63,3,2251,2251,0.04351886629720277,-0.09055610294121505,0.04474420818317703,0.09041082286753234,0.0,0.0 +638,snp2637_m0_.49m1_.57,1,638,638,0.04355707310773472,0.09040741723406252,0.04467890308153913,0.0903944430266147,0.0,0.0 +3980,snp2116_m0_.42m1_.38,4,3980,3980,0.04356195427820734,-0.0904044490732889,0.044678478624527104,0.0903923512663155,0.0,0.0 +1540,snp3165_m0_.02m1_.12,2,1540,1540,0.04361579723345157,-0.09036837486240169,0.044672140965713904,0.09036929067529899,0.0,0.0 +4742,snp246_m0_.41m1_.31,5,4742,4742,0.04366055295044745,0.09034670653118551,0.044670973817503346,0.09035014032742453,0.0,0.0 +2638,snp198_m0_.08m1_.11,3,2638,2638,0.043690889977942585,-0.0903673661998349,0.0446876572844167,0.09033716893332093,0.0,0.0 +1824,snp1408_m0_.63m1_.33,2,1824,1824,0.04380562666778205,0.09028894640704636,0.04467330351904622,0.0902881787190988,0.0,0.0 +2055,snp2558_m0_.09m1_.07,3,2055,2055,0.043871799437948354,0.09055150565404835,0.04481732858387819,0.09025997340068895,0.0,0.0 +2411,snp3557_m0_.22m1_.22,3,2411,2411,0.044159504497039044,0.09061031229296239,0.04490773965920781,0.09013775746455385,0.0,0.0 +3159,snp1437_m0_.03m1_.01,4,3159,3159,0.044477825695992616,-0.09037157622314973,0.04485687091417919,0.09000331426584762,0.0,0.0 +4915,snp4873_m0_.27m1_.56,5,4915,4915,0.044492568341616585,-0.09002125239677296,0.044686090910466124,0.08999710733510799,0.0,0.0 +2754,snp2929_m0_.49m1_.41,3,2754,2754,0.04451591813710383,0.09001382556324261,0.04468732370371296,0.08998728017164304,0.0,0.0 +2687,snp940_m0_.25m1_.34,3,2687,2687,0.044809741878239266,-0.08990486979509629,0.044694968194984676,0.0898639884612122,0.0,0.0 +4914,snp3993_m0_.39m1_.5,5,4914,4914,0.04504503903342315,-0.08978925754159368,0.044686744148416925,0.0897657443858535,0.0,0.0 +2318,snp3186_m0_.43m1_.51,3,2318,2318,0.045083145658558144,-0.08983009905048989,0.04471503993306719,0.08974987426711256,0.0,0.0 +4430,snp1860_m0_.22m1_.13,5,4430,4430,0.045293406258350905,0.08972617272220262,0.044707179848011924,0.0896625100480066,0.0,0.0 +3277,snp1838_m0_.43m1_.25,4,3277,3277,0.04540241093233906,0.08965433926564638,0.044694080067203074,0.08961735219680816,0.0,0.0 +2006,snp3424_m0_.15m1_.09,3,2006,2006,0.045829821101675224,0.08981415669632441,0.044862665131852913,0.08944116126632022,0.0,0.0 +1150,snp4903_m0_.09m1_.25,2,1150,1150,0.04608625036315506,-0.0893329386042171,0.044675186254228984,0.08933611498194824,0.0,0.0 +1736,snp797_m0_.66m1_.42,2,1736,1736,0.046126038035064626,-0.08948399094149327,0.04475893670924162,0.0893198599636926,0.0,0.0 +1536,snp3664_m0_.28m1_.53,2,1536,1536,0.04613438201932362,-0.08936289532181518,0.04470008491429959,0.0893164525715601,0.0,0.0 +3320,snp2833_m0_.24m1_.08,4,3320,3320,0.04699400647112603,0.08896764758471874,0.04467799866534588,0.08896815230279598,0.0,0.0 +16,snp1752_m0_.03m1_.33,1,16,16,0.047079592368462646,-0.08936303449834222,0.04489404393742893,0.08893376814891389,0.0,0.0 +2169,snp2188_m0_.32m1_.1,3,2169,2169,0.047837095075940216,0.08864623283883076,0.044686921422622865,0.08863170441828734,0.0,0.0 +4899,snp3747_m0_.12m1_.14,5,4899,4899,0.047976764455823995,0.08878630423670089,0.044785674063707016,0.08857644778649391,0.0,0.0 +4568,snp1246_m0_.03m1_.29,5,4568,4568,0.04799322531668306,-0.08861777963921295,0.04470397491940871,0.08856994434731973,0.0,0.0 +106,snp3503_m0_.14m1_.18,1,106,106,0.04808649397304954,0.08853019932614838,0.044678511512994255,0.08853313055045056,0.0,0.0 +3374,snp1069_m0_.32m1_.43,4,3374,3374,0.04819785300981881,0.08873680796060007,0.04480516081528031,0.08848925461095238,0.0,0.0 +3896,snp482_m0_.09m1_.03,4,3896,3896,0.04822311624704086,0.08858817158147583,0.04473517682485041,0.08847931260473942,0.0,0.0 +4681,snp4604_m0_.1m1_.3,5,4681,4681,0.04831377966588559,-0.08849058753465365,0.04470404974985484,0.08844366911939637,0.0,0.0 +458,snp3137_m0_.27m1_.37,1,458,458,0.0483660371897827,-0.08845534145057865,0.044696695439360945,0.08842314999743517,0.0,0.0 +3348,snp3836_m0_.39m1_.43,4,3348,3348,0.04837173637801199,-0.08856869658031025,0.044755115070001614,0.08842091331174062,0.0,0.0 +4880,snp3494_m0_.7m1_.33,5,4880,4880,0.04841451845187077,-0.08841080151218801,0.044683876491758534,0.08840413023419287,0.0,0.0 +1654,snp2172_m0_.61m1_.62,2,1654,1654,0.04860965704756965,-0.08843855163247911,0.04473686511243616,0.0883277360016912,0.0,0.0 +184,snp1883_m0_.23m1_.42,1,184,184,0.048792817021345615,-0.08828592125717834,0.04469610711694961,0.08825626447345002,0.0,0.0 +1377,snp1915_m0_.07m1_.2,2,1377,1377,0.04894101408407674,-0.08831545059674648,0.04474051834988169,0.08819860011994414,0.0,0.0 +1395,snp1028_m0_.11m1_.1,2,1395,1395,0.04914976956087172,0.08814902872841744,0.04469757011359294,0.08811761951490925,0.0,0.0 +3368,snp2076_m0_.11m1_.15,4,3368,3368,0.04919144789266822,-0.08809988961319319,0.04468089783766539,0.08810148609508224,0.0,0.0 +4795,snp3620_m0_.12m1_.33,5,4795,4795,0.04931027930424056,-0.08806378018279279,0.04468606598524628,0.08805554990425501,0.0,0.0 +4008,snp1498_m0_.05m1_.07,5,4008,4008,0.04948852263391766,-0.08800406769280182,0.04469092078754142,0.08798682039648503,0.0,0.0 +17,snp2876_m0_.26m1_.28,1,17,17,0.049626811551503364,0.08793030150884228,0.04468067659704383,0.08793363953646519,0.0,0.0 +2770,snp820_m0_.1m1_.12,3,2770,2770,0.04988995964514618,-0.08788850791401828,0.04471112021751418,0.08783278371947541,0.0,0.0 +554,snp4635_m0_.27m1_.31,1,554,554,0.05010957036435605,-0.0877506760252015,0.04468398008940718,0.08774895417822688,0.0,0.0 +1803,snp919_m0_.17m1_.23,2,1803,1803,0.05023829821819244,-0.08776238418142168,0.04471510260171946,0.08769995897566238,0.0,0.0 +1174,snp3654_m0_.1m1_.05,2,1174,1174,0.0503120915705517,0.08766856816945066,0.044681699379358966,0.08767191972145458,0.0,0.0 +1347,snp4654_m0_.14m1_.13,2,1347,1347,0.0505484710577258,0.08793454841131718,0.04486345816982382,0.08758233334561079,0.0,0.0 +1823,snp1544_m0_.14m1_.16,2,1823,1823,0.05057526326919226,0.08774821143129842,0.044773610308941426,0.0875722013564061,0.0,0.0 +3482,snp3712_m0_.18m1_.05,4,3482,3482,0.0506184189337638,0.08756063745240558,0.04468628783117436,0.08755589063620478,0.0,0.0 +4475,snp3862_m0_.07m1_.06,5,4475,4475,0.05068880544558863,0.08754579124344203,0.04469238232081686,0.08752931289776082,0.0,0.0 +2871,snp1205_m0_.35m1_.2,3,2871,2871,0.050729122534449674,0.0875107881207594,0.04468233738224955,0.08751410316586634,0.0,0.0 +4372,snp77_m0_.46m1_.25,5,4372,4372,0.050750586298355875,0.08762497093107373,0.04474480809990373,0.08750601001977643,0.0,0.0 +642,snp3639_m0_.73m1_.31,1,642,642,0.05082105694064868,-0.0875332024474606,0.04471161877544371,0.08747945837978416,0.0,0.0 +3947,snp4483_m0_.16m1_.38,4,3947,3947,0.05090916250759157,-0.08744467443118466,0.044683463600160664,0.08744630553940252,0.0,0.0 +3150,snp1064_m0_.18m1_.09,4,3150,3150,0.050955878391298746,0.08746975812483354,0.044705327056373916,0.08742874646480536,0.0,0.0 +2258,snp4549_m0_.32m1_.07,3,2258,2258,0.05112173055852928,0.08748271188328012,0.044744040807315325,0.08736651606165488,0.0,0.0 +54,snp2625_m0_.29m1_.12,1,54,54,0.051512620470998145,0.08737373608032045,0.04476368550741539,0.08722051183496125,0.0,0.0 +623,snp3388_m0_.5m1_.35,1,623,623,0.05157078864391162,0.08721251644477972,0.04469226619426531,0.08719886409669528,0.0,0.0 +1684,snp2422_m0_.4m1_.38,2,1684,1684,0.051890287064332685,-0.08713388587211557,0.04471322161265351,0.08708032221550462,0.0,0.0 +2861,snp2823_m0_.37m1_.34,3,2861,2861,0.051985772893034375,0.08715384014110197,0.04474174173166786,0.08704501276772142,0.0,0.0 +3477,snp1214_m0_.29m1_.21,4,3477,3477,0.05207895081207584,0.08707976805716564,0.044721526433994206,0.08701060886008109,0.0,0.0 +2115,snp3925_m0_.25m1_.3,3,2115,2115,0.05215940069984287,0.08700697000456459,0.04469949441543206,0.08698094576630588,0.0,0.0 +3099,snp3326_m0_.13m1_.33,4,3099,3099,0.052261708104655115,-0.0869398496780413,0.044684509726541,0.0869432785284164,0.0,0.0 +2212,snp3183_m0_.52m1_.21,3,2212,2212,0.05239271788002144,0.08690929726355738,0.04469374434959695,0.08689513339923517,0.0,0.0 +2095,snp3802_m0_.34m1_.18,3,2095,2095,0.052416384694201026,0.08705479362381664,0.044773076814776935,0.08688644672386492,0.0,0.0 +3909,snp2095_m0_.18m1_.18,4,3909,3909,0.052425446121089604,0.08692689513483953,0.04470902142819593,0.08688312168023875,0.0,0.0 +271,snp1632_m0_.27m1_.4,1,271,271,0.05268313683240323,-0.08713200804817542,0.044863610508235854,0.08678876332698499,0.0,0.0 +2662,snp4686_m0_.47m1_.28,3,2662,2662,0.052696217342908844,0.08699206695342067,0.04479404140343958,0.08678398391565162,0.0,0.0 +2349,snp1680_m0_.2m1_.17,3,2349,2349,0.05288137568197826,0.08674483460177693,0.04470179353541966,0.08671643580647273,0.0,0.0 +100,snp4250_m0_.27m1_.17,1,100,100,0.05325177918356416,0.08658460695243342,0.044689082436386106,0.0865818971374295,0.0,0.0 +343,snp1136_m0_.17m1_.65,1,343,343,0.053286558591377306,-0.08657777688936623,0.0446921063808597,0.08656930456216007,0.0,0.0 +709,snp4387_m0_.26m1_.4,1,709,709,0.05333399010670308,-0.0865629298127557,0.044693369618873234,0.08655214206784799,0.0,0.0 +4605,snp366_m0_.46m1_.23,5,4605,4605,0.05339033898447523,0.08659590774872579,0.04472100232081815,0.0865317694498506,0.0,0.0 +3514,snp3841_m0_.51m1_.38,4,3514,3514,0.05389131960398463,0.08635075979418443,0.044688236566083075,0.08635142548213552,0.0,0.0 +3449,snp4834_m0_.73m1_.3,4,3449,3449,0.05393331088386292,0.08637989007094563,0.04471116457518375,0.08633637284939434,0.0,0.0 +2781,snp4071_m0_.1m1_.18,3,2781,2781,0.05405068576488666,-0.08629127900843579,0.04468721301838261,0.08629434909298825,0.0,0.0 +4577,snp3734_m0_.09m1_.05,5,4577,4577,0.054170982800189046,0.08627456883367232,0.044700996094489485,0.08625135783546743,0.0,0.0 +3791,snp2608_m0_.68m1_.33,4,3791,3791,0.054178634492545605,-0.08652556775491271,0.04483247549022235,0.08624862599304889,0.0,0.0 +4439,snp4115_m0_.56m1_.31,5,4439,4439,0.05433899207053397,0.08625227066292622,0.044720738214057865,0.0861914481095283,0.0,0.0 +1231,snp1163_m0_.21m1_.42,2,1231,1231,0.054553047133175395,-0.08615958689454149,0.044712458586201195,0.08611534190877733,0.0,0.0 +1863,snp2178_m0_.47m1_.36,2,1863,1863,0.055034590166414064,0.0860255257007953,0.04473201122438604,0.08594503518534014,0.0,0.0 +3710,snp346_m0_.52m1_.46,4,3710,3710,0.05507048727694685,-0.08622230215424044,0.04484097911038994,0.08593238917937548,0.0,0.0 +64,snp2250_m0_.04m1_.19,1,64,64,0.05512319947688345,-0.08595800252235539,0.04471325454336031,0.08591383188431519,0.0,0.0 +3663,snp4091_m0_.33m1_.39,4,3663,3663,0.05551864770096016,-0.08581444430143356,0.04471132250450247,0.08577508292042284,0.0,0.0 +2909,snp2698_m0_.06m1_.15,3,2909,2909,0.05555217660277643,-0.08584034597704795,0.0447309783725182,0.08576335660020058,0.0,0.0 +846,snp4391_m0_.17m1_.14,1,846,846,0.05619904099856248,0.08555063621698368,0.04469819050310973,0.08553826640561468,0.0,0.0 +4274,snp1856_m0_.08m1_.03,5,4274,4274,0.05621387835831845,0.08564662181953911,0.044751048409048824,0.08553312872171996,0.0,0.0 +921,snp1154_m0_.47m1_.64,1,921,921,0.0562373794682956,0.08556280991357616,0.044711540019279364,0.08552499337251693,0.0,0.0 +1084,snp2277_m0_.42m1_.56,2,1084,1084,0.05629617527101838,-0.08576755063208476,0.04482926948484012,0.0855046524595525,0.0,0.0 +386,snp3381_m0_.49m1_.33,1,386,386,0.057016893817022886,0.08526055278673154,0.044694811083402515,0.08525673540217199,0.0,0.0 +4051,snp3112_m0_.37m1_.36,5,4051,4051,0.05704195514670061,0.0852523814194504,0.044695055212146055,0.0852481615325404,0.0,0.0 +2539,snp1947_m0_.27m1_.11,3,2539,2539,0.05726763125210522,0.08528091850504924,0.04475076807009448,0.08517109463354965,0.0,0.0 +1431,snp3286_m0_.03m1_.07,2,1431,1431,0.057288290791643444,0.0852583818589803,0.044742668717826575,0.08516405212660745,0.0,0.0 +4177,snp3853_m0_.1m1_.04,5,4177,4177,0.0574322591551395,-0.08516842387437988,0.04472138806945587,0.08511503399095657,0.0,0.0 +1375,snp1658_m0_.26m1_.61,2,1375,1375,0.057625693867408345,-0.08504598836417182,0.04469184703304377,0.08504933375299087,0.0,0.0 +813,snp1151_m0_.03m1_.14,1,813,813,0.05797340020103971,-0.08507546178606673,0.044769711239666825,0.08493169324247328,0.0,0.0 +982,snp4777_m0_.11m1_.02,1,982,982,0.057990032037203064,0.08494202520603127,0.04470246767758929,0.08492608081072194,0.0,0.0 +1718,snp1291_m0_.33m1_.36,2,1718,1718,0.05811628662215419,-0.08494152109869685,0.04472477923957238,0.0848835194905344,0.0,0.0 +1753,snp2175_m0_.36m1_.44,2,1753,1753,0.05814227223526949,-0.08551718852405417,0.045032564914270413,0.08487476906185361,0.0,0.0 +2281,snp1306_m0_.61m1_.36,3,2281,2281,0.05838994893465138,0.0848276604444942,0.04471363632173186,0.08479152826757376,0.0,0.0 +3263,snp4701_m0_.38m1_.29,4,3263,3263,0.05848889226152352,-0.08481297128341211,0.04472351667246899,0.08475835648015143,0.0,0.0 +1384,snp284_m0_.56m1_.34,2,1384,1384,0.058610609426537896,0.08471537792584767,0.044693693379911484,0.08471761320659936,0.0,0.0 +2499,snp4064_m0_.57m1_.5,3,2499,2499,0.0586179222393174,-0.08471964249422456,0.04469724291172707,0.0847151675672525,0.0,0.0 +3798,snp1344_m0_.22m1_.41,4,3798,3798,0.058990342311025096,-0.0848594970957202,0.044837247151682316,0.0845909510351345,0.0,0.0 +4824,snp1871_m0_.35m1_.27,5,4824,4824,0.059018328011339063,0.08491719965381034,0.044872708680102284,0.08458164296578617,0.0,0.0 +380,snp1008_m0_.16m1_.14,1,380,380,0.05910503396865453,-0.084549966093724,0.044693987851480294,0.08455282765713557,0.0,0.0 +732,snp268_m0_.31m1_.07,1,732,732,0.05915333130409226,0.08456042593372255,0.04470805706762334,0.08453679199312292,0.0,0.0 +2133,snp554_m0_.26m1_.23,3,2133,2133,0.05917166336874645,0.08473836100960208,0.04480538102990285,0.08453070822410222,0.0,0.0 +2745,snp4193_m0_.16m1_.23,3,2745,2745,0.059455594432437406,-0.084441760594074,0.04469863165786693,0.08443668002475223,0.0,0.0 +112,snp4752_m0_.14m1_.37,1,112,112,0.059627947558012616,-0.08438885336770736,0.04470096274875969,0.08437978363198702,0.0,0.0 +3852,snp1453_m0_.58m1_.41,4,3852,3852,0.05964558570597182,-0.08438620368918519,0.044702661935051145,0.08437396868609738,0.0,0.0 +4497,snp2979_m0_.32m1_.22,5,4497,4497,0.05966244689470187,-0.0844444706105609,0.04473649598354401,0.08436841121761979,0.0,0.0 +11,snp1875_m0_.17m1_.1,1,11,11,0.05969222428086317,0.08463697323240311,0.044843731303853884,0.08435859972643635,0.0,0.0 +3142,snp1963_m0_.43m1_.34,4,3142,3142,0.060311561128894374,-0.08416645752904282,0.04470285944530653,0.08415544327266018,0.0,0.0 +1935,snp923_m0_.11m1_.26,2,1935,1935,0.06042919572247813,-0.08417259956075986,0.04472667139719708,0.08411705151289431,0.0,0.0 +4977,snp1124_m0_.55m1_.31,5,4977,4977,0.06075792483629016,0.08408767566047542,0.04473883780379943,0.08401009244338452,0.0,0.0 +4935,snp2998_m0_.01m1_.17,5,4935,4935,0.06093208414218452,-0.08396217932540727,0.0447023304518717,0.08395361958090546,0.0,0.0 +4190,snp1722_m0_.09m1_.03,5,4190,4190,0.0609517035499476,0.0841346024299243,0.04479754453346593,0.08394726615417136,0.0,0.0 +4322,snp4111_m0_.1m1_.1,5,4322,4322,0.061060165873778834,0.08401599388259479,0.044753232642023376,0.0839121728385553,0.0,0.0 +3013,snp827_m0_.2m1_.48,4,3013,3013,0.061116617894502547,-0.08392582048754968,0.04471499072679079,0.08389392798054737,0.0,0.0 +1021,snp777_m0_.21m1_.27,2,1021,1021,0.061193591068444506,-0.084079061282211,0.044810005803534204,0.08386907325437112,0.0,0.0 +1526,snp2417_m0_.29m1_.48,2,1526,1526,0.061270589774669,-0.0838690640953791,0.04471142231335958,0.0838442360978099,0.0,0.0 +2446,snp1818_m0_m1_,3,2446,2446,0.06129107175310856,-0.08383560272860108,0.044697128392112075,0.08383763364962596,0.0,0.0 +925,snp4518_m0_.47m1_.34,1,925,925,0.06151069865313371,0.08396562927638762,0.04480449396308387,0.08376695027756893,0.0,0.0 +1124,snp4270_m0_.37m1_.31,2,1124,1124,0.06165319726381477,0.0837499192013264,0.04471398302836816,0.08372120075334838,0.0,0.0 +3281,snp3834_m0_.54m1_.34,4,3281,3281,0.061654470621239195,0.08371872484426388,0.04469754798714577,0.08372079233244899,0.0,0.0 +816,snp1015_m0_.5m1_.26,1,816,816,0.06183760645183879,-0.08385187579735026,0.04480025255231069,0.08366212510011081,0.0,0.0 +206,snp4879_m0_.01m1_.08,1,206,206,0.06282564267550263,-0.08335517131700422,0.04470386738832897,0.08334805965368339,0.0,0.0 +3629,snp65_m0_.24m1_.3,4,3629,3629,0.06289287001241756,-0.08332549023967872,0.04469940967239702,0.08332683855470875,0.0,0.0 +73,snp3875_m0_.27m1_.07,1,73,73,0.06295292978294843,0.08331692264348377,0.044705047514026854,0.08330789578919767,0.0,0.0 +1493,snp2287_m0_.09m1_.09,2,1493,1493,0.06308114887344655,-0.08327190190132662,0.044702715566165126,0.08326750545962759,0.0,0.0 +3282,snp4324_m0_.55m1_.42,4,3282,3282,0.06312034108336877,-0.08325340636103885,0.044699453121374084,0.08325517301219278,0.0,0.0 +3560,snp2838_m0_.3m1_.34,4,3560,3560,0.06326716745321194,-0.08333589906439656,0.04476873081909023,0.08320902780207245,0.0,0.0 +2897,snp1694_m0_.22m1_.2,3,2897,2897,0.06342099266394599,0.08316293439541012,0.044701914570447115,0.08316077751180666,0.0,0.0 +4457,snp80_m0_.44m1_.25,5,4457,4457,0.06349564274382624,0.0832558814134294,0.04476454884388974,0.08313739678937493,0.0,0.0 +3451,snp3839_m0_.02m1_.08,4,3451,3451,0.06359414334289659,-0.08323913425357413,0.044772255305257996,0.08310658060705992,0.0,0.0 +998,snp2402_m0_.57m1_.45,1,998,998,0.06410563890752778,0.08294396416539887,0.044699816871287004,0.08294718695557822,0.0,0.0 +1602,snp1406_m0_.07m1_,2,1602,1602,0.06452363189689318,0.08288260869186098,0.04473706868805615,0.08281770635484154,0.0,0.0 +3421,snp3838_m0_.37m1_.3,4,3421,3421,0.06456580073736544,-0.08312860944776992,0.04487695731680676,0.08280468218807036,0.0,0.0 +3115,snp1063_m0_.29m1_.15,4,3115,3115,0.064602948402869,-0.08287463494575471,0.04474608886759598,0.08279321464653093,0.0,0.0 +1319,snp2779_m0_.13m1_.06,2,1319,1319,0.06473276290144794,0.08275137441150544,0.04470130003173759,0.08275318326867952,0.0,0.0 +798,snp3643_m0_.31m1_.41,1,798,798,0.06486490042628305,-0.08272590575964389,0.044709672074770904,0.08271250329800107,0.0,0.0 +4161,snp3472_m0_.09m1_.25,5,4161,4161,0.06494577274628528,-0.0828363719553503,0.04478292881041331,0.08268763949119105,0.0,0.0 +1372,snp2412_m0_.25m1_.36,2,1372,1372,0.06509389751968227,-0.08264868038912566,0.04470621458039945,0.08264216519721886,0.0,0.0 +241,snp1255_m0_.44m1_.11,1,241,241,0.06514315855561542,0.08269923817635615,0.044741795782381175,0.08262706091909298,0.0,0.0 +1203,snp155_m0_.03m1_.08,2,1203,1203,0.06534348309172781,-0.08256976655754301,0.04470515757152401,0.08256573456840535,0.0,0.0 +2150,snp2920_m0_.01m1_.04,3,2150,2150,0.06541160658932342,-0.08254740570824042,0.044704400898705275,0.08254491480171039,0.0,0.0 +1246,snp2651_m0_.08m1_.07,2,1246,1246,0.06543712460973827,-0.08256537572889289,0.044718384177844135,0.08253712062445658,0.0,0.0 +1761,snp294_m0_.01m1_,2,1761,1761,0.06547961303525575,-0.08255495852045464,0.04471981873544223,0.08252414857965361,0.0,0.0 +115,snp4126_m0_.41m1_.66,1,115,115,0.06554902055694577,0.08268292367347288,0.04480071184789136,0.08250297280233627,0.0,0.0 +2937,snp1323_m0_.41m1_.61,3,2937,2937,0.06567184897516033,-0.08249129463947107,0.04471730582420988,0.0824655437858502,0.0,0.0 +4098,snp2237_m0_.31m1_.12,5,4098,4098,0.06596240222823277,0.0823861131037275,0.04470849317856682,0.08237723312325552,0.0,0.0 +4811,snp4609_m0_.12m1_.17,5,4811,4811,0.06611271252887471,-0.08271032839743714,0.04490944253387655,0.08233167323532077,0.0,0.0 +4722,snp1739_m0_.26m1_.48,5,4722,4722,0.06640573557216876,-0.08232803424821998,0.044750337958793546,0.08224310039252272,0.0,0.0 +1298,snp1656_m0_.24m1_.18,2,1298,1298,0.06658590222873217,0.08226362615214572,0.044745071695111466,0.08218880017365765,0.0,0.0 +4155,snp2357_m0_.47m1_.21,5,4155,4155,0.06705029674841044,0.08206852356400525,0.04471531184533219,0.08204939097696581,0.0,0.0 +2371,snp3433_m0_.3m1_.49,3,2371,2371,0.06705082709972768,-0.08206119357212935,0.044711405171935885,0.08204923222151986,0.0,0.0 +2156,snp3304_m0_.41m1_.28,3,2156,2156,0.0670930499580928,0.08219580659593431,0.044791694397193625,0.08203659653015816,0.0,0.0 +2291,snp4428_m0_.12m1_.43,3,2291,2291,0.0672953165449737,-0.08197992147120785,0.04470721107955831,0.08197615620374797,0.0,0.0 +3430,snp585_m0_.44m1_.4,4,3430,3430,0.06730187126017415,0.0819729653767015,0.04470449159568565,0.08197420005022896,0.0,0.0 +2833,snp822_m0_.02m1_.01,3,2833,2833,0.06736581799792885,0.0819655591027004,0.04471092730852695,0.08195512433041767,0.0,0.0 +2279,snp440_m0_.41m1_.25,3,2279,2279,0.06738474457505811,0.08196325708039834,0.0447127711325875,0.08194948126099673,0.0,0.0 +3203,snp2336_m0_.45m1_.27,4,3203,3203,0.06747912118205557,0.0819206532392671,0.04470497319067033,0.08192136171741635,0.0,0.0 +2051,snp926_m0_.2m1_.46,3,2051,2051,0.067572631619224,-0.08191260964997803,0.04471587681793013,0.08189353205088817,0.0,0.0 +3278,snp834_m0_.53m1_.25,4,3278,3278,0.06758402481836091,0.08201864787950022,0.04477562803197877,0.08189014347713472,0.0,0.0 +1234,snp24_m0_.24m1_.22,2,1234,1234,0.06773489492853124,-0.08192894324363308,0.0447513192009241,0.08184531570049074,0.0,0.0 +2209,snp3429_m0_.36m1_.62,3,2209,2209,0.06778733682050835,0.08183869107701908,0.04471058054292572,0.08182975291001424,0.0,0.0 +4410,snp236_m0_.75m1_.47,5,4410,4410,0.0679887091289613,-0.08176932825497392,0.04470550347402732,0.08177008473994682,0.0,0.0 +4273,snp3604_m0_.18m1_.18,5,4273,4273,0.06806248582459803,-0.0818677906331336,0.04477136534643094,0.08174826040254873,0.0,0.0 +4532,snp3241_m0_.19m1_.21,5,4532,4532,0.06814237013785375,-0.08185599368601783,0.044777932906769825,0.08172465119197243,0.0,0.0 +4670,snp1103_m0_.29m1_.34,5,4670,4670,0.06822794447505774,-0.081698778221944,0.04470584483798895,0.08169938549515755,0.0,0.0 +3311,snp4575_m0_.17m1_.13,4,3311,3311,0.06827396957309351,-0.08173577795496456,0.04473357569667057,0.08168580739371252,0.0,0.0 +1973,snp4541_m0_.12m1_.11,2,1973,1973,0.06846890974022496,-0.08192207178276274,0.04486728789651116,0.08162838013975796,0.0,0.0 +2959,snp4199_m0_.46m1_.25,3,2959,2959,0.0684739308201936,0.08176015387151055,0.04477942417947505,0.08162690275527822,0.0,0.0 +3319,snp3100_m0_.44m1_.59,4,3319,3319,0.06856536677722583,0.082007303842196,0.044929685633522176,0.08160001448487704,0.0,0.0 +2118,snp2304_m0_.48m1_.3,3,2118,2118,0.06864615895105146,0.08157458108087375,0.044705698038987204,0.08157628063663579,0.0,0.0 +2028,snp2800_m0_.23m1_.03,3,2028,2028,0.0686954295367789,0.08161948899989785,0.044738293932999815,0.08156181793517435,0.0,0.0 +1893,snp1179_m0_.34m1_.61,2,1893,1893,0.06874882072331526,-0.08171345295372505,0.044798459059244046,0.08154615527972814,0.0,0.0 +507,snp3385_m0_.31m1_.17,1,507,507,0.06885107228921515,0.08156653935659666,0.04473446536922008,0.0815161869077929,0.0,0.0 +3422,snp4705_m0_.23m1_.67,4,3422,3422,0.06923285469148065,-0.08140201408744124,0.04470583145640085,0.0814046135043108,0.0,0.0 +3274,snp2832_m0_.46m1_.1,4,3274,3274,0.06925581834191463,-0.08148500517310511,0.044755115314178195,0.08139791860782718,0.0,0.0 +3122,snp3209_m0_.16m1_.03,4,3122,3122,0.06931754085151018,0.08140414660917691,0.04472065167835688,0.0813799328335629,0.0,0.0 +1919,snp2180_m0_.47m1_.13,2,1919,1919,0.06960811159381636,0.08132620243777959,0.044724577904641794,0.08129543704321049,0.0,0.0 +1778,snp4045_m0_.04m1_.23,2,1778,1778,0.06971937596736352,0.08146547965868844,0.044819085866358924,0.08126315863708423,0.0,0.0 +944,snp3774_m0_.05m1_.09,1,944,944,0.06981743237239732,-0.08124757721204927,0.04471494196364693,0.08123474686781848,0.0,0.0 +25,snp2750_m0_.31m1_.5,1,25,25,0.06983500616068936,-0.08122849012374085,0.04470725636703184,0.08122965832729605,0.0,0.0 +2965,snp206_m0_.33m1_.26,3,2965,2965,0.06985276261201036,0.08129716952796004,0.04474790728555122,0.08122451796039616,0.0,0.0 +1170,snp2902_m0_.53m1_.4,2,1170,1170,0.06996445619258376,0.08118933504789277,0.04470645425944502,0.08119220795533125,0.0,0.0 +95,snp1880_m0_.08m1_.02,1,95,95,0.07005017061435133,0.08116483092436766,0.0447066886719096,0.08116744164623582,0.0,0.0 +4753,snp3984_m0_.05m1_.24,5,4753,4753,0.07008160649872588,-0.08115572190334247,0.044706703950784146,0.08115836478189703,0.0,0.0 +3933,snp1478_m0_.18m1_.04,4,3933,3933,0.07026657877802232,0.08110984012860065,0.044711010090498784,0.08110502285423173,0.0,0.0 +1690,snp1290_m0_.22m1_.26,2,1690,1690,0.07029283315616713,0.08109808360041308,0.04470872545936914,0.08109746098241198,0.0,0.0 +4826,snp3492_m0_.02m1_.03,5,4826,4826,0.07032762352320486,0.08111588063184583,0.044724097550925095,0.08108744410548466,0.0,0.0 +1156,snp4154_m0_.29m1_.09,2,1156,1156,0.0703783971768971,0.08133164717150196,0.0448511981378604,0.08107283257647463,0.0,0.0 +981,snp275_m0_.38m1_.66,1,981,981,0.07075932461043664,0.08096054016772765,0.04470724504511753,0.08096348423377576,0.0,0.0 +2796,snp4818_m0_.43m1_.39,3,2796,2796,0.07079205679056322,-0.0809609497609181,0.04471268199833369,0.0809541106687313,0.0,0.0 +2787,snp1953_m0_.68m1_.38,3,2787,2787,0.07120380418589911,-0.08089391454240497,0.044741088425985315,0.08083649949996545,0.0,0.0 +1511,snp665_m0_.48m1_.76,2,1511,1511,0.0713490008603425,0.08095941521134327,0.044800378100249096,0.08079515820514364,0.0,0.0 +4259,snp1724_m0_.69m1_.25,5,4259,4259,0.07173618186819729,0.0806839568766422,0.044709164761021214,0.08068525271356973,0.0,0.0 +2145,snp4546_m0_.12m1_.35,3,2145,2145,0.07181244661324011,0.08066455548472902,0.044710456837025084,0.0806636612947828,0.0,0.0 +1485,snp2542_m0_.08m1_.1,2,1485,1485,0.07216458547639285,-0.0807034724871558,0.04478760840328758,0.08056420895198632,0.0,0.0 +4354,snp3727_m0_.56m1_.35,5,4354,4354,0.07248689312052138,0.0804962970508134,0.0447233007561662,0.0804735283471517,0.0,0.0 +441,snp4762_m0_.6m1_.19,1,441,441,0.07278009959762385,0.08056613297860245,0.04480817284887669,0.08039132071616949,0.0,0.0 +2138,snp1552_m0_.46m1_.47,3,2138,2138,0.07278950712470603,0.0804074340507633,0.04472138418483664,0.0803886875630518,0.0,0.0 +3180,snp4699_m0_.36m1_.39,4,3180,3180,0.07291185526006302,0.08042410277437313,0.044749827972818984,0.08035446776124329,0.0,0.0 +2827,snp202_m0_.58m1_.34,3,2827,2827,0.07307514176239716,0.08030825362882961,0.044710902713045474,0.08030887073081229,0.0,0.0 +4980,snp107_m0_.39m1_.11,5,4980,4980,0.07354520541714898,0.08017512315697752,0.044710075335967,0.08017806991004042,0.0,0.0 +2767,snp2580_m0_.28m1_.36,3,2767,2767,0.07354956113727602,-0.08023752747544026,0.044745554419950075,0.0801768610706871,0.0,0.0 +315,snp635_m0_.08m1_.1,1,315,315,0.07377037960058207,0.08027784054596182,0.04480245889722189,0.08011565385118088,0.0,0.0 +4599,snp4120_m0_.52m1_.16,5,4599,4599,0.07400015332687061,0.08006305468758687,0.044718278594620055,0.08005212273013036,0.0,0.0 +3212,snp3704_m0_.04m1_.27,4,3212,3212,0.07403207422620837,-0.08005393095997786,0.04471813756988275,0.08004330950775955,0.0,0.0 +3111,snp1436_m0_.02m1_.1,4,3111,3111,0.07403962423329405,-0.0801188775292675,0.0447555895390366,0.08004122543629795,0.0,0.0 +3396,snp215_m0_.56m1_.2,4,3396,3396,0.0741649459867852,0.08002222256702429,0.04472103511263771,0.08000665742847958,0.0,0.0 +2195,snp3305_m0_.07m1_.19,3,2195,2195,0.0742372935816674,-0.08005018299969907,0.044747882090318394,0.079986723162198,0.0,0.0 +3837,snp4725_m0_.37m1_.24,4,3837,3837,0.07434080500344453,-0.08011802885976994,0.04480187015174616,0.07995822968898438,0.0,0.0 +4814,snp3621_m0_.08m1_.05,5,4814,4814,0.07470740610396881,0.07987640165722912,0.044723413826667884,0.07985757503885149,0.0,0.0 +2116,snp1808_m0_.51m1_.42,3,2116,2116,0.07526884388360001,-0.07970288558068067,0.0447126844443436,0.07970420259874045,0.0,0.0 +1439,snp2285_m0_.46m1_.06,2,1439,1439,0.07536104708269804,0.07967627270809821,0.044711924556379005,0.0796791038124212,0.0,0.0 +4883,snp95_m0_.56m1_.53,5,4883,4883,0.07557937074697509,-0.07961666977892855,0.04471198316273134,0.07961977306131025,0.0,0.0 +1189,snp1910_m0_.28m1_.47,2,1189,1189,0.07570717439568371,-0.07958890420136638,0.04471598388953997,0.07958510634621714,0.0,0.0 +4123,snp2612_m0_.16m1_.16,5,4123,4123,0.07571983277086099,0.07974936344292496,0.044808079845012595,0.07958167535654674,0.0,0.0 +130,snp4003_m0_.62m1_.21,1,130,130,0.07575533308151698,0.07958044857873293,0.04471861307645597,0.07957205566263702,0.0,0.0 +2067,snp1042_m0_.24m1_.29,3,2067,2067,0.07635602607041034,-0.07942615778246949,0.04472366749846573,0.07940983627190394,0.0,0.0 +1338,snp1657_m0_.26m1_.53,2,1338,1338,0.07651836073203426,-0.07937068657622447,0.04471717467717328,0.07936617536004573,0.0,0.0 +1276,snp1912_m0_.44m1_.26,2,1276,1276,0.0769290014163117,0.07934082147154581,0.04476284363119435,0.079256066190227,0.0,0.0 +3301,snp3952_m0_.22m1_.29,4,3301,3301,0.07708305351771216,-0.0793008493522936,0.044763699757113584,0.07921488185812954,0.0,0.0 +2692,snp2448_m0_.28m1_.36,3,2692,2692,0.07722516339019876,-0.07929968262969922,0.044784621824536054,0.07917694942128656,0.0,0.0 +820,snp3146_m0_m1_.01,1,820,820,0.07727048121950685,0.07923372255966055,0.044754244512015325,0.07916486496194676,0.0,0.0 +4800,snp3986_m0_.21m1_.17,5,4800,4800,0.07735573752686578,0.07917758489542415,0.04473545499290395,0.07914214609705932,0.0,0.0 +529,snp1767_m0_.2m1_.52,1,529,529,0.07747090264575905,-0.07923453150657461,0.044785087207803595,0.07911148948511275,0.0,0.0 +848,snp3393_m0_.25m1_.13,1,848,848,0.07747219482794972,0.07911905366992765,0.04472001215995945,0.0791111457201051,0.0,0.0 +4515,snp363_m0_.41m1_.13,5,4515,4515,0.07758582005355098,0.07908400774622397,0.044717386986080396,0.07908093568488621,0.0,0.0 +3501,snp2600_m0_.39m1_.42,4,3501,3501,0.0776320414563652,0.07908236345124582,0.04472344508182872,0.07906865687852656,0.0,0.0 +1197,snp3779_m0_m1_.01,2,1197,1197,0.07780092859982068,0.07904801101490246,0.04472952905414741,0.07902384209040972,0.0,0.0 +3074,snp3947_m0_.32m1_.18,4,3074,3074,0.07793009828622972,0.07898784462149815,0.044714969769946857,0.07898961974369136,0.0,0.0 +2341,snp4807_m0_.21m1_.02,3,2341,2341,0.07804713994632687,0.07899781974870242,0.044738267240196715,0.07895865035219807,0.0,0.0 +3087,snp2069_m0_.14m1_.17,4,3087,3087,0.07811446932522836,-0.0790468296716002,0.04477617914703887,0.07894085197902091,0.0,0.0 +4078,snp497_m0_.22m1_.28,5,4078,4078,0.07830340759949347,-0.07888997790808783,0.04471576104954884,0.07889097297110478,0.0,0.0 +1559,snp2035_m0_.15m1_.17,2,1559,1559,0.07837919423697261,-0.07887705294009326,0.04471983168687835,0.07887099302181098,0.0,0.0 +387,snp3884_m0_.47m1_.31,1,387,387,0.07844277615304948,0.07885424859896623,0.04471645873787503,0.07885424274388203,0.0,0.0 +149,snp3253_m0_.23m1_.48,1,149,149,0.07867767185446899,0.07879469352896067,0.04471794427975325,0.07879245623277492,0.0,0.0 +330,snp388_m0_.05m1_.06,1,330,330,0.07891816217562088,0.07872887266373162,0.04471662539116377,0.07872935296075448,0.0,0.0 +308,snp3009_m0_.08m1_.14,1,308,308,0.07922702890107197,-0.07864543747174982,0.04471542233029255,0.07864853648409205,0.0,0.0 +2879,snp2327_m0_.28m1_.48,3,2879,2879,0.07923387594672332,-0.0786453093908257,0.044716372799927254,0.07864674781795765,0.0,0.0 +1956,snp4049_m0_.36m1_.41,2,1956,1956,0.07948273321200774,0.0787930523555621,0.044837621399490296,0.07858182326807762,0.0,0.0 +2434,snp2313_m0_.29m1_.43,3,2434,2434,0.07972165834838718,-0.07856008848507665,0.04474067314069821,0.07851964477332445,0.0,0.0 +4784,snp4867_m0_.04m1_.06,5,4784,4784,0.07977785181600418,-0.07851065248793397,0.04472088704532343,0.078505042780806,0.0,0.0 +4396,snp2860_m0_.45m1_.08,5,4396,4396,0.07989890232349434,0.07847108926929085,0.04471636290270621,0.07847361584098193,0.0,0.0 +2161,snp1809_m0_.36m1_.41,3,2161,2161,0.0800543635962369,-0.07853589753689615,0.04477643314847106,0.07843331177078734,0.0,0.0 +1478,snp3287_m0_.63m1_.34,2,1478,1478,0.0801510796317786,-0.07842241904539335,0.044726103007937036,0.0784082696650214,0.0,0.0 +197,snp4005_m0_.02m1_,1,197,197,0.08020612571718111,0.07869659226240741,0.04489067449981289,0.07839402783938182,0.0,0.0 +4544,snp1357_m0_.38m1_.19,5,4544,4544,0.08045696865348725,0.07861964048650381,0.044884108818480095,0.07832922843942086,0.0,0.0 +2068,snp1183_m0_.21m1_.15,3,2068,2068,0.08045944883817406,0.07845280999114455,0.04478923310452406,0.07832858855913714,0.0,0.0 +3419,snp713_m0_.56m1_.29,4,3419,3419,0.08048283804115884,0.07847788321127114,0.044807020309691484,0.07832255499966853,0.0,0.0 +3153,snp706_m0_.64m1_.45,4,3153,3153,0.08080367888708154,-0.07824655880147338,0.04472241369393909,0.07823993276960903,0.0,0.0 +2436,snp3811_m0_.23m1_.15,3,2436,2436,0.08087460893751962,-0.07821865305839823,0.04471694714692789,0.07822170287760646,0.0,0.0 +2180,snp2561_m0_.28m1_.2,3,2180,2180,0.0808937742163313,0.07821440760109268,0.044717352014593946,0.07821677938719354,0.0,0.0 +1354,snp4035_m0_.35m1_.36,2,1354,1354,0.0809134727320774,-0.07850923820855937,0.044888836401864994,0.07821171989404958,0.0,0.0 +2869,snp3201_m0_.17m1_.48,3,2869,2869,0.08098129427220961,-0.07824954286232755,0.04475037565734639,0.07819430779692677,0.0,0.0 +3342,snp1068_m0_.42m1_.7,4,3342,3342,0.08101185694815156,0.07818450595498144,0.04471769411620585,0.07818646517575864,0.0,0.0 +701,snp267_m0_.05m1_.16,1,701,701,0.0817593400633777,-0.07799261752824685,0.04471789271165737,0.07799539644106902,0.0,0.0 +2144,snp1935_m0_.18m1_.07,3,2144,2144,0.08184974570647689,0.07803303418653859,0.04475435198706087,0.07797238320467695,0.0,0.0 +597,snp4636_m0_.27m1_.27,1,597,597,0.08187949991809863,-0.0780006362386534,0.04474014072305647,0.0779648136084087,0.0,0.0 +3872,snp4745_m0_.2m1_.22,4,3872,3872,0.08191966615620566,0.07795210770400252,0.04471820018563326,0.07795459867647068,0.0,0.0 +4995,snp120_m0_.4m1_.38,5,4995,4995,0.08194211739947212,0.0780398088734318,0.044771809358063255,0.07794889072230185,0.0,0.0 +4641,snp867_m0_.59m1_.23,5,4641,4641,0.08197415061391723,0.0784644809484394,0.04502017690526868,0.07794074885814123,0.0,0.0 +4133,snp4972_m0_.18m1_.11,5,4133,4133,0.08220527369499157,0.07800825429044879,0.044792332343753044,0.07788208055258337,0.0,0.0 +4751,snp742_m0_.32m1_.14,5,4751,4751,0.08222101039300159,0.07804683768164503,0.04481679681403436,0.07787809079902767,0.0,0.0 +4886,snp1111_m0_.34m1_.02,5,4886,4886,0.0822402505512946,0.07787385194262963,0.04472028101637948,0.07787321364554288,0.0,0.0 +2609,snp1949_m0_.08m1_.14,3,2609,2609,0.08231929578597755,-0.07792554682063817,0.044761549553925965,0.07785318628363942,0.0,0.0 +4763,snp90_m0_.11m1_.17,5,4763,4763,0.0824508333443981,0.07781744923476198,0.0447186965413165,0.07781989359128058,0.0,0.0 +4062,snp4338_m0_.34m1_.55,5,4062,4062,0.08262768582868381,-0.07781788720955779,0.04474480306210859,0.0777751990997492,0.0,0.0 +4366,snp603_m0_.02m1_.05,5,4366,4366,0.08268869530208005,-0.07793940682697757,0.04482360574144852,0.0777597986057784,0.0,0.0 +3844,snp4732_m0_.62m1_.27,4,3844,3844,0.08270348325951471,0.07780332008539409,0.04474750150624619,0.07775606709515918,0.0,0.0 +3349,snp4326_m0_.22m1_.26,4,3349,3349,0.08286055168468351,-0.07785491959387895,0.04480013327242196,0.07771646656238526,0.0,0.0 +4990,snp115_m0_.2m1_.26,5,4990,4990,0.08293918943198676,0.07770004025008957,0.04472247623378449,0.07769666297176286,0.0,0.0 +2198,snp4300_m0_.35m1_.5,3,2198,2198,0.08308644139819404,-0.07769965136459307,0.04474371359044293,0.07765962080692923,0.0,0.0 +1209,snp4156_m0_.12m1_.35,2,1209,1209,0.08342324789267119,-0.07760773675923929,0.04473977511808642,0.07757509393095544,0.0,0.0 +3504,snp841_m0_.31m1_.09,4,3504,3504,0.08376824584371378,0.07750060586090798,0.044728073571964386,0.0774887965018381,0.0,0.0 +1393,snp4655_m0_.11m1_.42,2,1393,1393,0.08381198937495708,-0.0774773035484582,0.044720966209842644,0.07747787504752207,0.0,0.0 +3969,snp2738_m0_.44m1_.16,4,3969,3969,0.08442246473195428,0.07749823366992291,0.044821474607115594,0.07732593561254765,0.0,0.0 +4118,snp226_m0_.41m1_.41,5,4118,4118,0.08448409892937116,-0.07741631380257391,0.04478300462292267,0.07731064497531795,0.0,0.0 +1195,snp3035_m0_.53m1_.4,2,1195,1195,0.08455400787409165,0.07731433534134093,0.044734102570401016,0.07729331236955198,0.0,0.0 +692,snp3891_m0_.04m1_.09,1,692,692,0.08458924428030683,0.07749467969241813,0.04484354629307298,0.0772845805476085,0.0,0.0 +1007,snp4396_m0_.36m1_.17,2,1007,1007,0.08459113122931188,0.07730809960186233,0.0447358509601521,0.07728411303153634,0.0,0.0 +3664,snp1448_m0_.25m1_.1,4,3664,3664,0.0846637304371919,0.07739037943352127,0.04479394821276865,0.07726613202108537,0.0,0.0 +3049,snp3207_m0_.19m1_.25,4,3049,3049,0.08467593031167853,0.07817057840101153,0.04524731074263698,0.07726311163748731,0.0,0.0 +3542,snp842_m0_.27m1_.12,4,3542,3542,0.08497073193460344,0.07719601034170136,0.044725644375090454,0.07719023261422178,0.0,0.0 +1548,snp2661_m0_.26m1_.07,2,1548,1548,0.0849945127195164,-0.07719371561326294,0.04472773663367703,0.07718436256816753,0.0,0.0 +4524,snp2369_m0_.34m1_.24,5,4524,4524,0.08507691838735931,0.0771642241258886,0.044722499329876035,0.0771640318024414,0.0,0.0 +4571,snp2492_m0_.38m1_.34,5,4571,4571,0.08549901932793393,-0.07707894595000762,0.04473366188942384,0.07706014112329661,0.0,0.0 +80,snp1501_m0_.31m1_.21,1,80,80,0.08565828607762054,0.07701804579667497,0.044721140193946185,0.07702104858391107,0.0,0.0 +4799,snp1620_m0_.13m1_.16,5,4799,4799,0.0857149599398929,-0.07725505868140607,0.0448669070929793,0.07700715192954026,0.0,0.0 +2517,snp1685_m0_.09m1_.17,3,2517,2517,0.08598804590852148,-0.07716725040749041,0.04485508678753459,0.07694029376463708,0.0,0.0 +1426,snp4406_m0_.2m1_.14,2,1426,1426,0.08603193240493823,0.07695547448571653,0.04473826301443736,0.07692956522872463,0.0,0.0 +3865,snp1457_m0_.32m1_.21,4,3865,3865,0.08610480724142068,0.07691518832175222,0.04472525579973584,0.07691175990835702,0.0,0.0 +176,snp4754_m0_.01m1_.12,1,176,176,0.08613003305341754,-0.07690274227694488,0.04472162203030878,0.07690559937881884,0.0,0.0 +1677,snp4413_m0_.02m1_.15,2,1677,1677,0.08633246801699772,-0.07686744385715508,0.04472998900067231,0.07685621421014951,0.0,0.0 +1696,snp3669_m0_.52m1_.44,2,1696,1696,0.08677411235139218,-0.07675528594015232,0.04472760779455893,0.07674879531055125,0.0,0.0 +4561,snp83_m0_.03m1_.01,5,4561,4561,0.08710518997655278,0.07666672622191818,0.04472303430938286,0.07666855722558322,0.0,0.0 +3779,snp1222_m0_.23m1_.59,4,3779,3779,0.08712054207307877,-0.07668824318735515,0.0447377665078075,0.0766648425370035,0.0,0.0 +4657,snp1866_m0_.54m1_.43,5,4657,4657,0.08712288897704445,-0.07666271692669852,0.044723208409350346,0.07666427471196705,0.0,0.0 +4743,snp1105_m0_.46m1_.31,5,4743,4743,0.08721734798126472,0.07664123175731877,0.04472407974950534,0.07664143090278591,0.0,0.0 +3831,snp4719_m0_.12m1_.11,4,3831,3831,0.0874786850404493,-0.07679644802859928,0.04485180012701677,0.0765783331309373,0.0,0.0 +693,snp1385_m0_.38m1_.53,1,693,693,0.08753694022035054,-0.07660014985616254,0.044745409928406796,0.07656428854919435,0.0,0.0 +4509,snp607_m0_.01m1_.26,5,4509,4509,0.0878034148841745,-0.07650805561435457,0.04472931008528694,0.07650014057780828,0.0,0.0 +2903,snp4820_m0_.41m1_.18,3,2903,2903,0.08793050421624095,0.07657388560902567,0.04478578029495181,0.07646960171290701,0.0,0.0 +2947,snp825_m0_.46m1_.14,3,2947,2947,0.08801401779694254,0.07645007640049187,0.044725162816427716,0.07644955317799476,0.0,0.0 +3857,snp4740_m0_.37m1_.63,4,3857,3857,0.08808615533466294,0.07643754645364532,0.04472801670759812,0.07643224791937127,0.0,0.0 +3016,snp1578_m0_.08m1_.02,4,3016,3016,0.08845078499934385,0.07634268361881591,0.044723888580235696,0.07634494989191742,0.0,0.0 +256,snp1134_m0_.32m1_.22,1,256,256,0.08882217508474885,-0.07626197618738116,0.04472883193609102,0.07625633011172062,0.0,0.0 +1245,snp4650_m0_.02m1_.05,2,1245,1245,0.08891184985723191,0.0765027658769104,0.0448827003267007,0.07623497686642368,0.0,0.0 +1247,snp3656_m0_.08m1_.05,2,1247,1247,0.08902384237405639,0.07632698890354483,0.04479532227367406,0.07620833362779661,0.0,0.0 +289,snp1886_m0_.08m1_.45,1,289,289,0.0891851688233298,-0.07616708181351094,0.0447241022945261,0.07617000103144199,0.0,0.0 +3761,snp4714_m0_.26m1_.08,4,3761,3761,0.08940538088492302,0.07611787848680501,0.044726061159922254,0.07611776647102163,0.0,0.0 +3991,snp4098_m0_.39m1_.31,4,3991,3991,0.08940829154803215,0.07632007388674163,0.044845277762055345,0.07611707675038885,0.0,0.0 +2915,snp2209_m0_.22m1_.15,3,2915,2915,0.0894186981199464,0.07611210335080139,0.044724532662620324,0.07611461092114613,0.0,0.0 +208,snp2130_m0_.03m1_.03,1,208,208,0.08961997803287716,0.07606495965686443,0.04472499127616371,0.07606696306341305,0.0,0.0 +4889,snp1371_m0_.23m1_.43,5,4889,4889,0.09039570987836724,-0.07589702099954877,0.044734393387698815,0.07588412802224193,0.0,0.0 +2490,snp4187_m0_.19m1_.12,3,2490,2490,0.09045828757369201,-0.07595576547316836,0.04477773888955998,0.07586943380272404,0.0,0.0 +4705,snp3246_m0_.27m1_.18,5,4705,4705,0.0904929565220003,0.07586764694105708,0.044730616217575486,0.07586129650221284,0.0,0.0 +1517,snp1793_m0_.1m1_.13,2,1517,1517,0.09083201558579841,0.07584220685393951,0.04476276861969507,0.07578184597699371,0.0,0.0 +1491,snp1536_m0_.29m1_.41,2,1491,1491,0.09092451617947547,-0.075757952462108,0.044725882872926156,0.07576021193251525,0.0,0.0 +2276,snp1188_m0_.23m1_.36,3,2276,2276,0.09097429045305223,-0.07577452605558901,0.044742577994794495,0.0757485780238468,0.0,0.0 +1951,snp2181_m0_.1m1_.19,2,1951,1951,0.09114755095199015,-0.07570861759850096,0.04472768765859737,0.07570812101953524,0.0,0.0 +229,snp254_m0_.27m1_.57,1,229,229,0.09117895830313238,-0.07573637019005637,0.044748439315451,0.07570079388173859,0.0,0.0 +2324,snp685_m0_.58m1_.46,3,2324,2324,0.0911989096100157,0.07575569250947387,0.044762623304026666,0.07569614041782179,0.0,0.0 +4415,snp3479_m0_.49m1_.39,5,4415,4415,0.09121054571618911,-0.07582588952988752,0.04480571691411562,0.07569342677683853,0.0,0.0 +1332,snp1401_m0_.07m1_.24,2,1332,1332,0.09138392339687536,-0.07569878495126249,0.04475463520973585,0.07565302642767621,0.0,0.0 +4482,snp3481_m0_.11m1_.14,5,4482,4482,0.09145204394403317,0.07566747722944933,0.04474555793113148,0.07563716983246195,0.0,0.0 +3165,snp2590_m0_.31m1_.3,4,3165,3165,0.09190069008251978,-0.07553375144438099,0.044728451024629856,0.07553297307561165,0.0,0.0 +2655,snp2447_m0_.25m1_.46,3,2655,2655,0.0920895399933488,-0.07548707202470628,0.04472685704761396,0.0754892350677097,0.0,0.0 +2547,snp1821_m0_.17m1_.01,3,2547,2547,0.09212311950958091,0.07553184172944728,0.04475801656716811,0.07548146551007427,0.0,0.0 +398,snp1381_m0_.29m1_.19,1,398,398,0.092261983371682,0.07552929941218856,0.044775664407424864,0.07544935954489902,0.0,0.0 +1325,snp660_m0_.19m1_.23,2,1325,1325,0.09229115512367968,0.0754864099432669,0.044754259137995724,0.07544261982023925,0.0,0.0 +3121,snp1327_m0_.25m1_.3,4,3121,3121,0.09256439558745015,0.07566845762227371,0.04489992764545484,0.0753795741076998,0.0,0.0 +117,snp751_m0_.04m1_.25,1,117,117,0.09269773955526518,0.07537346598534958,0.04474322077040991,0.07534886127493777,0.0,0.0 +40,snp126_m0_.03m1_.18,1,40,40,0.09297236506439657,-0.07529056210177706,0.04473170646778594,0.07528571860741162,0.0,0.0 +134,snp1001_m0_.52m1_.25,1,134,134,0.09303886033623228,0.07534778802166256,0.04477483670644102,0.0752704522773278,0.0,0.0 +2631,snp4814_m0_.23m1_.4,3,2631,2631,0.09336368990195024,-0.07520332338712506,0.044733487835540785,0.0751960014572746,0.0,0.0 +4752,snp3369_m0_.13m1_.21,5,4752,4752,0.09337850019975512,-0.07572655395979432,0.04504676522606929,0.07519261188476037,0.0,0.0 +2202,snp1554_m0_.4m1_.23,3,2202,2202,0.09366950929210827,0.0753064907355394,0.04483677364141419,0.07512609689271216,0.0,0.0 +3229,snp1439_m0_.46m1_.14,4,3229,3229,0.09379218341633236,0.07510287562047213,0.044732303570164014,0.07509810718004632,0.0,0.0 +3534,snp4458_m0_.04m1_.14,4,3534,3534,0.09380775346767506,-0.07509633457179264,0.044730534353304686,0.07509455676218672,0.0,0.0 +4583,snp609_m0_.13m1_.24,5,4583,4583,0.09481042238093475,-0.07518208138276204,0.04491854955477192,0.07486690513055538,0.0,0.0 +2524,snp3560_m0_.14m1_.11,3,2524,2524,0.09490048687951062,-0.07485505358763056,0.044735393348366626,0.07484655068625282,0.0,0.0 +2351,snp2925_m0_.06m1_.08,3,2351,2351,0.09522469632824543,0.07477051816122195,0.04472882957996447,0.07477340732705305,0.0,0.0 +1250,snp4032_m0_.14m1_.35,2,1250,1250,0.09543992604832767,-0.0751401860601496,0.04497927706196776,0.07472496012566315,0.0,0.0 +1275,snp1282_m0_.24m1_.04,2,1275,1275,0.09563124517509287,0.07468320993135492,0.04473160898395396,0.07468196826189247,0.0,0.0 +621,snp4141_m0_.16m1_.04,1,621,621,0.09566974523002622,0.07467994124320985,0.04473485752391015,0.07467332510509392,0.0,0.0 +2215,snp4548_m0_.28m1_.32,3,2215,2215,0.09580572854955426,-0.0746451517733396,0.04473239446292749,0.07464281942568632,0.0,0.0 +3078,snp58_m0_.24m1_.07,4,3078,3078,0.09639285163577085,0.07460127804055479,0.04478533181572077,0.07451150307538311,0.0,0.0 +712,snp4262_m0_.41m1_.43,1,712,712,0.09640918996388351,0.074553151307724,0.044758641746638614,0.07450785796982652,0.0,0.0 +3628,snp2228_m0_.22m1_.04,4,3628,3628,0.09661092288343368,0.07448111439276417,0.044742547004959284,0.07446289160235872,0.0,0.0 +882,snp2896_m0_.07m1_.32,1,882,882,0.09669535966529018,-0.0745306565995255,0.04478367719017818,0.07444409283072903,0.0,0.0 +225,snp2754_m0_m1_.02,1,225,225,0.0968938532752065,-0.07441919364845448,0.04474337945175652,0.07439995226337971,0.0,0.0 +300,snp9_m0_.68m1_.3,1,300,300,0.09693714480436923,0.0744007058789402,0.04473807933191503,0.07439033476803995,0.0,0.0 +3703,snp2230_m0_.08m1_.08,4,3703,3703,0.09698468169914251,0.0743772931312683,0.04473038392956046,0.07437977808077943,0.0,0.0 +4878,snp999_m0_.01m1_.02,5,4878,4878,0.09716353899906663,-0.0743533625746645,0.044739994168030706,0.07434009552453166,0.0,0.0 +1137,snp4030_m0_.29m1_.13,2,1137,1137,0.0973144486583275,0.07431279454752572,0.04473581650732338,0.07430665889555932,0.0,0.0 +2207,snp304_m0_.3m1_.18,3,2207,2207,0.09764101273967314,-0.07437293429521509,0.04481581579711751,0.07423444423374281,0.0,0.0 +1672,snp1923_m0_.29m1_.52,2,1672,1672,0.09768024156517983,-0.07433421792105425,0.04479774209222103,0.07422578233111034,0.0,0.0 +2104,snp2432_m0_.54m1_.36,3,2104,2104,0.09770295668222755,0.0742188823905594,0.04473127335174165,0.0742207679971894,0.0,0.0 +993,snp776_m0_.01m1_.03,1,993,993,0.09778786084279105,-0.07426366570929847,0.04476962698487446,0.07420203372882411,0.0,0.0 +3367,snp583_m0_.58m1_.41,4,3367,3367,0.09793892174189749,-0.07419426478261436,0.04474798163680221,0.07416873385973227,0.0,0.0 +845,snp2398_m0_.67m1_.47,1,845,845,0.09823888644527122,-0.07420247316673395,0.044793014001706585,0.07410273071814842,0.0,0.0 +369,snp508_m0_.35m1_.39,1,369,369,0.09846501031783463,-0.07418282745654686,0.04481134428138714,0.07405308125363753,0.0,0.0 +686,snp2638_m0_.36m1_.41,1,686,686,0.09900470089591769,-0.07393836846050174,0.044735431335159864,0.07393494852137698,0.0,0.0 +705,snp2394_m0_.39m1_.39,1,705,705,0.09911100566279511,0.07391420226150044,0.0447349295794665,0.07391173994167922,0.0,0.0 +1974,snp3423_m0_.04m1_.15,2,1974,1974,0.09928710676089854,-0.07392648668751699,0.04476575150076772,0.07387333689059589,0.0,0.0 +3547,snp3842_m0_.41m1_.35,4,3547,3547,0.09935918966597025,-0.07429343736386977,0.04499757425504015,0.07385763312007546,0.0,0.0 +2501,snp4433_m0_.44m1_.34,3,2501,2501,0.09952923113971392,0.07394973172267083,0.04481197844370764,0.0738206242553876,0.0,0.0 +786,snp4894_m0_.01m1_.04,1,786,786,0.09965357907212481,-0.07386925096466125,0.04477969626280224,0.07379359223379958,0.0,0.0 +2113,snp3062_m0_.58m1_.35,3,2113,2113,0.09973071008689272,0.07382230172046238,0.0447614537673975,0.07377683818454824,0.0,0.0 +1979,snp1412_m0_.14m1_.28,2,1979,1979,0.10026271924575389,-0.07366995611385865,0.04473937017156112,0.07366155731968181,0.0,0.0 +551,snp1638_m0_.41m1_.46,1,551,551,0.10027059464576336,-0.07378736360798356,0.044811712694838295,0.07365985445836283,0.0,0.0 +479,snp3512_m0_.66m1_.32,1,479,479,0.10075856052681843,0.07357115563564162,0.04474472281814874,0.0735545505724987,0.0,0.0 +1817,snp3918_m0_.53m1_.28,2,1817,1817,0.10086803316688181,0.0736105246605448,0.04478309403181308,0.0735309818541437,0.0,0.0 +812,snp3894_m0_.21m1_.32,1,812,812,0.1010470043986578,-0.0734982246383345,0.04473831717917803,0.07349249428577173,0.0,0.0 +3928,snp4479_m0_.1m1_.3,4,3928,3928,0.10113117471596311,-0.07351754168859588,0.04476114822455669,0.07347441226784786,0.0,0.0 +2425,snp4809_m0_.17m1_.23,3,2425,2425,0.10119793472373131,0.07346151269445607,0.04473580935380026,0.07346007894395497,0.0,0.0 +3738,snp4584_m0_.52m1_.34,4,3738,3738,0.10134667114337945,0.07350862885968862,0.04478405861038419,0.07342817232582712,0.0,0.0 +4140,snp2480_m0_.34m1_.26,5,4140,4140,0.10149022543095873,-0.07340483744562067,0.044739668587705554,0.07339741260886577,0.0,0.0 +3797,snp2961_m0_.67m1_.36,4,3797,3797,0.10178358446354237,-0.07339863628052154,0.04477437616802664,0.07333466113488195,0.0,0.0 +456,snp3760_m0_.19m1_.33,1,456,456,0.10182855850798192,-0.07332635799735984,0.04473617778491264,0.0733250535793418,0.0,0.0 +2828,snp1056_m0_.37m1_.27,3,2828,2828,0.10258117557653507,0.07326733594225524,0.04479862071981746,0.07316477365691504,0.0,0.0 +123,snp1378_m0_.23m1_.4,1,123,123,0.10265015313694864,-0.07315180824373171,0.04473698409973205,0.073150130675172,0.0,0.0 +975,snp3274_m0_.35m1_.32,1,975,975,0.10289076123435262,-0.07323700062078028,0.04482051161227849,0.07309911391025481,0.0,0.0 +1035,snp2898_m0_.36m1_.42,2,1035,1035,0.10301545380248821,-0.07315083213434001,0.04478403891755768,0.07307271222452875,0.0,0.0 +1871,snp4538_m0_.43m1_.61,2,1871,1871,0.10303871217396862,0.07320674783014607,0.04482130647672371,0.07306779043505685,0.0,0.0 +3656,snp221_m0_.27m1_.26,4,3656,3656,0.1032042566116822,0.0733487852913344,0.044929910760154124,0.07303278438852273,0.0,0.0 +1383,snp3783_m0_.03m1_.02,2,1383,1383,0.10340998572827456,0.072999830501564,0.044742914640685715,0.07298934285822925,0.0,0.0 +1868,snp431_m0_.22m1_.33,2,1868,1868,0.10352908519275915,-0.07300620870046257,0.04476231034042781,0.07296422524389953,0.0,0.0 +3673,snp846_m0_.42m1_.15,4,3673,3673,0.1040780088250082,0.07294817471571115,0.044798002355029266,0.07284875444692283,0.0,0.0 +2034,snp1300_m0_.64m1_.2,3,2034,2034,0.10415751084281814,0.07283927954493873,0.04474143042979661,0.072832070535237,0.0,0.0 +3175,snp2071_m0_.35m1_.56,4,3175,3175,0.10434007188007648,-0.07279273262083191,0.044736473326293914,0.07279379728804018,0.0,0.0 +1175,snp2025_m0_.25m1_.44,2,1175,1175,0.1044217398497205,0.07291149324409267,0.04482004780528151,0.07277669306492324,0.0,0.0 +1550,snp166_m0_.15m1_.44,2,1550,1550,0.10455980419042417,-0.07278578060890468,0.04476063397981158,0.07274780147770224,0.0,0.0 +1520,snp2168_m0_.1m1_.09,2,1520,1520,0.1045854256477664,-0.0727849631896823,0.04476344590563528,0.07274244320941912,0.0,0.0 +2440,snp1944_m0_.07m1_.36,3,2440,2440,0.1046000857932363,-0.07274653151666116,0.04474170554988496,0.07273937777033285,0.0,0.0 +2842,snp3694_m0_.35m1_.1,3,2842,2842,0.10477770812350203,0.07278357970883097,0.044787464905991024,0.07270226390610231,0.0,0.0 +4578,snp3361_m0_.14m1_.4,5,4578,4578,0.10508943527602675,-0.07269758916500424,0.04477480323699796,0.07263724929862166,0.0,0.0 +4970,snp4620_m0_.1m1_.16,5,4970,4970,0.10528281959193682,-0.07263478576780812,0.04476106067000063,0.07259699323976687,0.0,0.0 +1827,snp3420_m0_.14m1_.09,2,1827,1827,0.10536801293665872,0.0725877746104481,0.04474306658046392,0.07257927743482423,0.0,0.0 +4397,snp3356_m0_.08m1_.32,5,4397,4397,0.10554176485581013,-0.07255202610002366,0.04474340148868161,0.07254318112455506,0.0,0.0 +3858,snp1455_m0_.38m1_.4,4,3858,3858,0.10570354716193275,-0.07253936129566423,0.0447564103331863,0.07250961369063519,0.0,0.0 +3626,snp3340_m0_.67m1_.39,4,3626,3626,0.1057420558854327,-0.07250402403585134,0.044739559713729435,0.07250162968802593,0.0,0.0 +2406,snp2686_m0_.59m1_.28,3,2406,2406,0.1059941175118702,0.07257601598861887,0.044816422678806055,0.0724494265276264,0.0,0.0 +2142,snp183_m0_.28m1_.15,3,2142,2142,0.1062651045935339,0.07255471108795485,0.04483811540514249,0.07239341318638136,0.0,0.0 +3954,snp2732_m0_.29m1_.12,4,3954,3954,0.10636671729291436,-0.07236992196298239,0.044736947274761046,0.07237243883129774,0.0,0.0 +4672,snp868_m0_.17m1_.3,5,4672,4672,0.10653928914982158,-0.07233829530105025,0.04473951050760949,0.07233685372163771,0.0,0.0 +1185,snp2775_m0_.36m1_.51,2,1185,1185,0.10659449166072128,-0.07233921669548662,0.04474715288238087,0.0723254803268329,0.0,0.0 +3976,snp1490_m0_.04m1_.09,4,3976,3976,0.10659486132893316,-0.072324690351565,0.04473821461476011,0.07232540417963727,0.0,0.0 +4167,snp1986_m0_.09m1_.03,5,4167,4167,0.10662740238021766,0.07233014669883532,0.04474575807117334,0.07231870193293145,0.0,0.0 +2673,snp817_m0_.18m1_.21,3,2673,2673,0.1071767602063529,-0.07224148549665607,0.04476115713261563,0.0722057978422186,0.0,0.0 +4247,snp1603_m0_.44m1_.1,5,4247,4247,0.10752707335526117,0.07213602820470087,0.04474051099962661,0.07213403989893398,0.0,0.0 +1043,snp3276_m0_.07m1_.04,2,1043,1043,0.10760553139103413,0.07225259122844262,0.04482282904149794,0.07211799390737739,0.0,0.0 +1986,snp3922_m0_.47m1_.22,2,1986,1986,0.1076168146595951,0.07211927838064734,0.04474156533621823,0.0721156870484415,0.0,0.0 +3701,snp847_m0_.07m1_.04,4,3701,3701,0.10789046467604246,0.07217310062921531,0.04480986445773228,0.07205979781363187,0.0,0.0 +1334,snp3161_m0_.16m1_.15,2,1334,1334,0.10792573682840427,0.07211725008703068,0.044779683644994864,0.07205260210734378,0.0,0.0 +4001,snp1497_m0_.14m1_.08,5,4001,4001,0.10798139392660043,-0.07216352018775231,0.04481551078515776,0.07204125153814518,0.0,0.0 +2751,snp2579_m0_.45m1_.24,3,2751,2751,0.10808348417147001,0.07215276285437527,0.04482184381447772,0.07202044350604345,0.0,0.0 +3921,snp4477_m0_.2m1_.19,4,3921,3921,0.10818309858920061,-0.07203633197483711,0.04476219148629221,0.07200015504226165,0.0,0.0 +4270,snp978_m0_.23m1_.06,5,4270,4270,0.10840301160997384,0.07196117704079494,0.04474343766953545,0.07195541750631244,0.0,0.0 +275,snp2001_m0_.33m1_.58,1,275,275,0.10844002657046278,-0.07195318621027542,0.044743171485848325,0.07194789448873706,0.0,0.0 +4313,snp4225_m0_.17m1_.21,5,4313,4313,0.10861659966140254,0.07191379363830863,0.04474109092828047,0.07191203516642813,0.0,0.0 +2312,snp1940_m0_.23m1_.38,3,2312,2312,0.10896494136092573,-0.07185885179819966,0.04475107675757174,0.0718414268533443,0.0,0.0 +3647,snp3961_m0_.36m1_.41,4,3647,3647,0.1090496499737316,-0.07186190384697715,0.04476371474495333,0.07182428346214094,0.0,0.0 +3315,snp3580_m0_.24m1_.09,4,3315,3315,0.10906282285736382,0.07184234825879224,0.04475320246401892,0.07182161846775277,0.0,0.0 +3950,snp1485_m0_.36m1_.31,4,3950,3950,0.10914921369578308,-0.07180132493124673,0.044738587089325176,0.07180414710107286,0.0,0.0 +1363,snp418_m0_.16m1_.3,2,1363,1363,0.10929042104605238,-0.07182165558413006,0.04476913755854541,0.07177561330266591,0.0,0.0 +39,snp1626_m0_.52m1_.17,1,39,39,0.1094593365248518,0.07203749972734322,0.044925131956514916,0.07174151866674913,0.0,0.0 +4381,snp359_m0_.43m1_.28,5,4381,4381,0.11016450028144574,0.07166202879525459,0.04477999562579884,0.07159963161356725,0.0,0.0 +1183,snp3529_m0_.32m1_.37,2,1183,1183,0.11020518644454505,0.07158896683798698,0.044739468873030416,0.07159146694629331,0.0,0.0 +1244,snp2409_m0_.15m1_.23,2,1244,1244,0.1102652328830604,0.07169311693463308,0.04481213597971342,0.07157942150576893,0.0,0.0 +2622,snp2059_m0_.21m1_.24,3,2622,2622,0.11090302138159328,0.07146061629153265,0.044747002642275366,0.07145179755186945,0.0,0.0 +4566,snp3242_m0_.02m1_.17,5,4566,4566,0.11094788869320475,-0.07144378283945797,0.044742099032007224,0.07144284120315367,0.0,0.0 +2309,snp3927_m0_.57m1_.31,3,2309,2309,0.11099410002234902,0.07143385305828143,0.04474168521169158,0.07143361954333746,0.0,0.0 +4543,snp608_m0_.29m1_.42,5,4543,4543,0.11110732622347533,-0.07191208803954464,0.04505553782921931,0.07141103755750268,0.0,0.0 +4064,snp2745_m0_.42m1_.38,5,4064,4064,0.11115374438307332,0.07141263100635496,0.044748437441096155,0.07140178509150422,0.0,0.0 +215,snp384_m0_.26m1_.25,1,215,215,0.11134128453449693,0.07136307724354696,0.04474091054093387,0.07136443390926407,0.0,0.0 +1582,snp4531_m0_.2m1_.25,2,1582,1582,0.1113887598705148,-0.07135991654267539,0.04474488276938673,0.07135498640061046,0.0,0.0 +2021,snp677_m0_.57m1_.3,3,2021,2021,0.11147348534550042,0.07137477426667992,0.04476482549728354,0.07133813404871608,0.0,0.0 +4934,snp4365_m0_.64m1_.27,5,4934,4934,0.11171257588714352,0.07128847764043428,0.04474064579485796,0.07129063193485617,0.0,0.0 +1796,snp2668_m0_.4m1_.78,2,1796,1796,0.11177824804000282,0.07133586598068391,0.04477861512622969,0.07127759830096239,0.0,0.0 +2862,snp321_m0_.06m1_.01,3,2862,2862,0.11188919207602971,0.07129607519704623,0.04476752903397075,0.07125559345097643,0.0,0.0 +3733,snp2475_m0_.53m1_.37,4,3733,3733,0.11208044691967374,0.07130389487800627,0.04479638320131946,0.07121769985705721,0.0,0.0 +1983,snp2556_m0_.34m1_.06,2,1983,1983,0.11228156899763196,0.07117568214839898,0.04474096099050473,0.07117790606082813,0.0,0.0 +2878,snp1956_m0_.47m1_.37,3,2878,2878,0.1126318579308444,-0.07115828822861689,0.044773761790610114,0.07110873185982744,0.0,0.0 +2654,snp2576_m0_.1m1_.11,3,2654,2654,0.11275628218840407,-0.07108215876809931,0.04474137288104415,0.07108420155859602,0.0,0.0 +2300,snp4932_m0_.56m1_.15,3,2300,2300,0.11300699630876132,0.07113293356019064,0.04480460420951068,0.07103483769164257,0.0,0.0 +1251,snp2777_m0_.05m1_.02,2,1251,1251,0.11305227341462766,-0.07108382220972166,0.0447793127791259,0.07102593211923254,0.0,0.0 +1748,snp427_m0_.13m1_.3,2,1748,1748,0.11332122959651486,-0.07097221034796361,0.04474245985777178,0.07097308869642009,0.0,0.0 +906,snp4148_m0_.39m1_.25,1,906,906,0.1138718112130068,-0.0708626912619219,0.04474176155167979,0.07086521911521187,0.0,0.0 +690,snp4770_m0_.44m1_.4,1,690,690,0.1138782817995838,-0.0709572533601007,0.04480227077148642,0.07086395383917003,0.0,0.0 +4968,snp4372_m0_.43m1_.33,5,4968,4968,0.1140302553085329,0.07085951744332333,0.044759415069752534,0.07083425274327938,0.0,0.0 +2188,snp2921_m0_.28m1_.19,3,2188,2188,0.11406442896599692,-0.07084114115531005,0.04475204553077509,0.07082757825954049,0.0,0.0 +2270,snp2805_m0_.17m1_.2,3,2270,2270,0.11427065234444701,-0.07080703249078281,0.044756056857290484,0.07078733388914403,0.0,0.0 +2621,snp2446_m0_.19m1_.01,3,2621,2621,0.11431925118470407,0.0708827596592627,0.044809951410289234,0.07077785815407747,0.0,0.0 +4863,snp2993_m0_.31m1_.03,5,4863,4863,0.11445944903872775,0.07084241661063219,0.04480182676195108,0.07075054027030364,0.0,0.0 +30,snp2377_m0_.06m1_.02,1,30,30,0.11450477899955157,-0.0707430705059915,0.04474460930773412,0.07074171323705025,0.0,0.0 +2678,snp1568_m0_.55m1_.42,3,2678,2678,0.11486566638164349,0.07081855085168762,0.04483705299420939,0.07067153581298995,0.0,0.0 +1764,snp1668_m0_.1m1_.09,2,1764,1764,0.11508647132147416,0.0706545676150245,0.044760507843932464,0.07062868376844147,0.0,0.0 +128,snp381_m0_.43m1_.48,1,128,128,0.11529510915558687,0.070589269617143,0.044744883400884755,0.07058825221860308,0.0,0.0 +1482,snp3537_m0_.36m1_.37,2,1482,1482,0.11539921933797982,0.07062194341979665,0.04477844338688585,0.0705680983451639,0.0,0.0 +4402,snp860_m0_.29m1_.33,5,4402,4402,0.11549256072075305,-0.07088819169109407,0.0449588220756929,0.07055004123449826,0.0,0.0 +4377,snp1240_m0_.06m1_.05,5,4377,4377,0.11579677811239904,0.07051956097100189,0.04476250457731486,0.07049126894906799,0.0,0.0 +912,snp893_m0_.55m1_.44,1,912,912,0.11584982774382892,0.0706973595866507,0.044881912831983325,0.07048103259315491,0.0,0.0 +3904,snp4472_m0_.04m1_.13,4,3904,3904,0.11598538046355725,-0.0704522504685182,0.04474298300822545,0.07045489327240095,0.0,0.0 +2236,snp2308_m0_.36m1_.12,3,2236,2236,0.11599482913780702,0.07046034707887501,0.04474928748856123,0.07045307212907391,0.0,0.0 +976,snp3898_m0_.08m1_.1,1,976,976,0.11602944015012033,-0.0704620305558348,0.04475461481879634,0.07044640217366754,0.0,0.0 +1366,snp4908_m0_.28m1_.21,2,1366,1366,0.11611093864375234,0.07042847574741125,0.0447433233140901,0.07043070259552217,0.0,0.0 +4069,snp351_m0_.2m1_.04,5,4069,4069,0.11632952939803953,0.07040365790211725,0.04475441998303287,0.0703886366436474,0.0,0.0 +2522,snp3076_m0_.61m1_.44,3,2522,2522,0.11633072408533612,-0.07043011228201011,0.044771383441207534,0.07038840690632593,0.0,0.0 +1929,snp3546_m0_.32m1_.12,2,1929,1929,0.11687540588836044,0.07031132433808232,0.04476268930501865,0.0702838570044453,0.0,0.0 +3410,snp1334_m0_.45m1_.44,4,3410,3410,0.11703970344822572,0.07040002839772792,0.04483933267008414,0.07025239552694529,0.0,0.0 +2410,snp1682_m0_.33m1_.23,3,2410,2410,0.11713890738398197,-0.07040934952358553,0.04485744860637421,0.07023341561872477,0.0,0.0 +2216,snp2562_m0_.23m1_.45,3,2216,2216,0.11731737649161947,0.07021320825063841,0.04475433350967912,0.07019930218250162,0.0,0.0 +3154,snp4204_m0_.6m1_.39,4,3154,3154,0.1176627899490124,0.07015052129411047,0.04475660538172305,0.0701333934056039,0.0,0.0 +3731,snp223_m0_.2m1_.26,4,3731,3731,0.11825264249307743,0.07003818572487175,0.044756890799087165,0.07002119201086993,0.0,0.0 +198,snp132_m0_.43m1_.67,1,198,198,0.11839098621805295,0.06999832845633393,0.0447482801813755,0.06999493973879709,0.0,0.0 +1499,snp2416_m0_.69m1_.45,2,1499,1499,0.11841353471211899,-0.07000373295155124,0.04475448302168567,0.06999066318296532,0.0,0.0 +1997,snp1805_m0_.16m1_.14,2,1997,1997,0.11853202462303813,0.07015263767434568,0.04486414942062239,0.06996820079972108,0.0,0.0 +1237,snp3036_m0_.65m1_.37,2,1237,1237,0.11859661630537174,-0.06998187579873832,0.04476281094862746,0.06995596340977384,0.0,0.0 +3699,snp4092_m0_.66m1_.52,4,3699,3699,0.1189593725954792,-0.06988845255520393,0.04474716904425428,0.06988733306953399,0.0,0.0 +4623,snp3363_m0_.6m1_.42,5,4623,4623,0.11896752962824031,0.06989305431111087,0.044751107215544754,0.06988579171118642,0.0,0.0 +1605,snp4283_m0_.2m1_.41,2,1605,1605,0.11919256203142331,-0.06996624927107124,0.044825359396943994,0.06984330196695117,0.0,0.0 +1506,snp4281_m0_.59m1_.21,2,1506,1506,0.11935498664607493,0.06983367022355949,0.044760145335293586,0.06981267251176342,0.0,0.0 +2058,snp2918_m0_.35m1_.11,3,2058,2058,0.11952721179456946,0.06982908799722919,0.04477811864377085,0.06978023045433228,0.0,0.0 +234,snp2131_m0_.19m1_.36,1,234,234,0.11971307455308512,-0.06996219501736449,0.044886078366007116,0.06974526041655618,0.0,0.0 +1842,snp2042_m0_.42m1_.22,2,1842,1842,0.11974067552874137,0.06974401544677357,0.044749445472765007,0.06974007091554368,0.0,0.0 +2272,snp1556_m0_.39m1_.24,3,2272,2272,0.11982754899257242,-0.06972594461388092,0.04474837859440507,0.0697237431700446,0.0,0.0 +651,snp2011_m0_.36m1_.49,1,651,651,0.12037362447132909,-0.06971279240618179,0.04480607804603089,0.06962132014729895,0.0,0.0 +4945,snp4366_m0_.21m1_.05,5,4945,4945,0.12051361556042077,0.06959278214262685,0.044745864473345505,0.06959512155593049,0.0,0.0 +1763,snp2550_m0_.67m1_.37,2,1763,1763,0.12057205801278771,-0.06958721428868633,0.044749346773553376,0.06958419138701609,0.0,0.0 +2669,snp3318_m0_.35m1_.23,3,2669,2669,0.12110411460319555,0.06955273607651545,0.044791416385860885,0.06948487342391771,0.0,0.0 +4547,snp4349_m0_.5m1_.2,5,4547,4547,0.12114823126330498,0.06951749781984036,0.04477404556966511,0.06947665354564884,0.0,0.0 +2682,snp2695_m0_.39m1_.42,3,2682,2682,0.1211584129196134,-0.06952639178084134,0.04478100235313899,0.06947475681668666,0.0,0.0 +3683,snp3846_m0_.35m1_.1,4,3683,3683,0.12117749984407766,0.06948329281117087,0.04475554435040083,0.06947120147057631,0.0,0.0 +3141,snp831_m0_.05m1_.33,4,3141,3141,0.12124789675936874,-0.06945659148818842,0.044746830128949706,0.06945809232096896,0.0,0.0 +1200,snp783_m0_.37m1_.3,2,1200,1200,0.12126743282351372,0.06945546762313681,0.0447484605286772,0.06945445541284433,0.0,0.0 +763,snp3391_m0_.47m1_.33,1,763,763,0.12144461231863166,0.06959721343337967,0.04486117844791057,0.06942149184836453,0.0,0.0 +600,snp4511_m0_.54m1_.35,1,600,600,0.12145367182464675,-0.06941728187080094,0.04474628863150985,0.0694198073700876,0.0,0.0 +19,snp1126_m0_.15m1_.34,1,19,19,0.12165515012244749,-0.06947683872693977,0.044808960295686,0.06938237081618494,0.0,0.0 +1950,snp36_m0_.16m1_.16,2,1950,1950,0.12233721466108154,0.06952988052122182,0.04492539346857994,0.06925599450022894,0.0,0.0 +3582,snp4965_m0_.28m1_.17,4,3582,3582,0.12247088881343705,0.06923808216961652,0.04475289371805411,0.06923129106521908,0.0,0.0 +105,snp129_m0_.12m1_.22,1,105,105,0.12266132180906163,-0.0692214122822249,0.04476496046355704,0.06919613465512206,0.0,0.0 +959,snp2274_m0_.46m1_.33,1,959,959,0.1228072689049023,0.06920927898708186,0.04477461351332026,0.06916921968635018,0.0,0.0 +3092,snp4319_m0_.16m1_.15,4,3092,3092,0.12282612039645519,-0.0691783991274253,0.04475689509433728,0.06916574498805629,0.0,0.0 +2765,snp4311_m0_.11m1_.58,3,2765,2765,0.12310545144629785,-0.06915246827129284,0.04477357574509486,0.06911430741970036,0.0,0.0 +4703,snp3488_m0_.66m1_.55,5,4703,4703,0.12310846875372215,-0.0691110268548932,0.04474710514913315,0.06911375229233763,0.0,0.0 +4801,snp3873_m0_.46m1_.4,5,4801,4801,0.12323774834675721,0.06908728404423645,0.04474719929095855,0.06908997724214841,0.0,0.0 +1268,snp4158_m0_.24m1_.19,2,1268,1268,0.12327407924581076,0.06910970486933557,0.044766068677717465,0.06908329933517177,0.0,0.0 +1625,snp4165_m0_.17m1_.14,2,1625,1625,0.12329976776630285,0.06918251292918454,0.04481630759058024,0.06907857850624272,0.0,0.0 +4172,snp4220_m0_.24m1_.34,5,4172,4172,0.12343212950001509,-0.06905710723489071,0.04475089558607689,0.06905426626373183,0.0,0.0 +487,snp3014_m0_.23m1_.15,1,487,487,0.12346318681187471,0.06905144599642407,0.04475093964853369,0.06904856458712372,0.0,0.0 +1441,snp3042_m0_.39m1_.28,2,1441,1441,0.12435785269657222,0.06890739073350734,0.04476425967258999,0.06888479390093091,0.0,0.0 +4885,snp4612_m0_.43m1_.73,5,4885,4885,0.1244139650794664,0.06889218947901793,0.04476107072295931,0.0688745529796523,0.0,0.0 +2170,snp3064_m0_.27m1_.11,3,2170,2170,0.12456169575802586,0.0689514843231446,0.04481721283570261,0.06884760821384345,0.0,0.0 +4227,snp4109_m0_.49m1_.12,5,4227,4227,0.12461588001008739,0.06883730311001288,0.04474944719633274,0.06883773171519941,0.0,0.0 +1797,snp3793_m0_.03m1_,2,1797,1797,0.12463545523957605,-0.06896297864947826,0.04483348019174246,0.06883416443815304,0.0,0.0 +3140,snp1582_m0_.28m1_.29,4,3140,3140,0.12474185793121415,-0.0688314077576966,0.04476060856716919,0.06881478184025468,0.0,0.0 +3522,snp2345_m0_.2m1_.02,4,3522,3522,0.12498055378208575,0.0688077588538094,0.04477362455205483,0.06877134708193501,0.0,0.0 +3459,snp4706_m0_.64m1_.32,4,3459,3459,0.12527588092464195,0.06874672652870771,0.04476900188824447,0.06871769644972718,0.0,0.0 +2832,snp3200_m0_.6m1_.31,3,2832,2832,0.12540154338378096,0.06869226141499797,0.044748450039490094,0.06869489777298053,0.0,0.0 +1435,snp3163_m0_.08m1_.18,2,1435,1435,0.12546872913779988,-0.06869970570526761,0.044761274918699134,0.06868271568424933,0.0,0.0 +2676,snp2577_m0_.59m1_.44,3,2676,2676,0.12561835531815557,0.06873688397711265,0.04480326791402778,0.06865560373793933,0.0,0.0 +2081,snp3678_m0_.21m1_.33,3,2081,2081,0.1260000284400637,-0.06858387306872496,0.0447487494525104,0.06858655880997344,0.0,0.0 +3938,snp2103_m0_.08m1_.12,4,3938,3938,0.12643218951729548,-0.0685259026800985,0.04476205994043003,0.06850857636783689,0.0,0.0 +1034,snp2528_m0_.41m1_.47,2,1034,1034,0.12661111525369664,-0.06874083263778583,0.044923686637232355,0.06847635020978726,0.0,0.0 +3502,snp4836_m0_.22m1_.23,4,3502,3502,0.12675877918623657,0.06846869120597819,0.044763286116941366,0.06844978120107864,0.0,0.0 +1405,snp4786_m0_.24m1_.36,2,1405,1405,0.1270110855839402,-0.06844573627188,0.044778079545980114,0.068404439518778,0.0,0.0 +4120,snp1086_m0_.21m1_.14,5,4120,4120,0.12702528218502201,-0.0684193436397723,0.04476248911880087,0.06840189034211426,0.0,0.0 +2783,snp3819_m0_.28m1_.29,3,2783,2783,0.12723369515983152,0.06856308822883621,0.04488118557981876,0.0683644926119434,0.0,0.0 +4041,snp1980_m0_.28m1_.16,5,4041,4041,0.12740274414467556,0.06833633765268202,0.04475268294929412,0.06833419326605654,0.0,0.0 +1535,snp1661_m0_.21m1_.25,2,1535,1535,0.12748915669439573,-0.0683251190939614,0.044755519618554555,0.06831871723141973,0.0,0.0 +542,snp2264_m0_.48m1_.47,1,542,542,0.12763917359040844,-0.06837337236930253,0.04480481726790839,0.06829186930213324,0.0,0.0 +1642,snp1664_m0_.6m1_.44,2,1642,1642,0.12827624786138314,-0.06828145079264358,0.044819579093718004,0.06817812647298346,0.0,0.0 +4465,snp1354_m0_.12m1_,5,4465,4465,0.1283339341943199,0.06816618781550994,0.04475069861976638,0.06816784882858178,0.0,0.0 +855,snp2151_m0_.13m1_.24,1,855,855,0.12836423866372668,0.06816404601243675,0.04475285274898834,0.06816245108878383,0.0,0.0 +3989,snp4097_m0_.35m1_.18,4,3989,3989,0.12849264842620906,-0.06837159959459674,0.04490425198764273,0.06813959008459672,0.0,0.0 +4301,snp75_m0_.23m1_.19,5,4301,4301,0.1287417176292055,0.06810239384134376,0.04475667447152418,0.06809529829985532,0.0,0.0 +4294,snp601_m0_.4m1_.51,5,4294,4294,0.12875383323715922,0.06810280184415564,0.04475836422557576,0.0680931454844166,0.0,0.0 +431,snp260_m0_.04m1_.08,1,431,431,0.12894360659398457,-0.06822753289683563,0.04486264618307053,0.06805944522783358,0.0,0.0 +3020,snp702_m0_.35m1_.49,4,3020,3020,0.12906824769372552,-0.06819164355042678,0.04485368845223754,0.06803733215869645,0.0,0.0 +2263,snp810_m0_.39m1_.23,3,2263,2263,0.12932937861176608,-0.06805466183011398,0.04479419517646536,0.06799105745844129,0.0,0.0 +2809,snp1572_m0_.34m1_.08,3,2809,2809,0.12947178777396914,0.0680752002861687,0.04482440823370497,0.06796585177912409,0.0,0.0 +2893,snp53_m0_.01m1_.05,3,2893,2893,0.1295169993526553,0.06797064240492516,0.04476085321670993,0.06795785405453367,0.0,0.0 +4768,snp4357_m0_.39m1_.24,5,4768,4768,0.1295203950157328,0.06795470431909341,0.04475075480289579,0.06795725346430145,0.0,0.0 +267,snp1506_m0_.52m1_.2,1,267,267,0.12968694899675537,0.06801448747077206,0.04480962868648339,0.067927810046137,0.0,0.0 +594,snp1383_m0_.28m1_.56,1,594,594,0.13002084654229498,-0.06787263702807063,0.04475518624994311,0.06786887166904727,0.0,0.0 +1468,snp537_m0_.35m1_.25,2,1468,1468,0.13032412813037847,0.06787817363174876,0.04479426633075584,0.06781543893059831,0.0,0.0 +617,snp3018_m0_.34m1_.27,1,617,617,0.13035049255147965,0.06785620570187995,0.04478284772129807,0.06781079854242152,0.0,0.0 +1820,snp2177_m0_.07m1_.04,2,1820,1820,0.1306704401860775,0.06786788170642122,0.044827914447775306,0.06775454250854447,0.0,0.0 +4511,snp863_m0_.15m1_.18,5,4511,4511,0.13071103916230864,-0.06791856553419065,0.04486613572338793,0.06774741165564617,0.0,0.0 +3768,snp2353_m0_.15m1_.32,4,3768,3768,0.1309780037904536,-0.06770556075184538,0.04475651920237562,0.06770056427983706,0.0,0.0 +2668,snp47_m0_.16m1_,3,2668,2668,0.1310041148509175,0.0677840960168444,0.044811478850398614,0.06769598623463427,0.0,0.0 +652,snp14_m0_.57m1_.36,1,652,652,0.13143954649730194,0.06762365361195818,0.044756048436300225,0.06761974588748394,0.0,0.0 +1965,snp2798_m0_.66m1_.32,2,1965,1965,0.13163311516639717,0.06763535652031696,0.044786302915965526,0.06758591634148829,0.0,0.0 +1445,snp2541_m0_.25m1_.24,2,1445,1445,0.13172526660206993,0.06767827414616455,0.04482544329010782,0.06756982475467922,0.0,0.0 +4362,snp1727_m0_.37m1_.51,5,4362,4362,0.13178690493782427,-0.06760407339862835,0.0447834609498081,0.06755906625369887,0.0,0.0 +980,snp895_m0_.22m1_.19,1,980,980,0.1321449140492827,-0.06758583283061531,0.04481296545163326,0.06749665524207046,0.0,0.0 +771,snp2271_m0_.2m1_.13,1,771,771,0.132302565055871,0.06754090453033332,0.044801473507679906,0.06746921367111026,0.0,0.0 +2387,snp2568_m0_.12m1_.24,3,2387,2387,0.13284014324355037,-0.06751431673472308,0.0448461921561716,0.06737582939914674,0.0,0.0 +4018,snp491_m0_.01m1_.08,5,4018,4018,0.13294914061065297,-0.06739541762727108,0.04477983159048124,0.067356930735248,0.0,0.0 +1079,snp3400_m0_.25m1_.15,2,1079,1079,0.1330089349435918,0.06734580473924572,0.04475378354741235,0.0673465682888322,0.0,0.0 +595,snp1769_m0_.3m1_.1,1,595,595,0.13314099098255525,0.06734488783767362,0.044768448087634,0.06732369551363322,0.0,0.0 +2369,snp443_m0_.41m1_.1,3,2369,2369,0.13314592226484478,0.06734619941380567,0.0447698903227433,0.067322841729711,0.0,0.0 +4706,snp3982_m0_.37m1_.09,5,4706,4706,0.13347049053975635,0.06728193814925112,0.04476467051925903,0.06726670075972078,0.0,0.0 +4947,snp1117_m0_.39m1_.46,5,4947,4947,0.13366258886408502,-0.06723137284294312,0.04475320175085102,0.06723352287865804,0.0,0.0 +3353,snp2220_m0_.12m1_.35,4,3353,3353,0.13380210927413747,0.06725190967660152,0.04478298026084152,0.06720944893834666,0.0,0.0 +181,snp753_m0_.18m1_.12,1,181,181,0.13463387073780778,0.06752661228501051,0.04506229582163184,0.06706633061464363,0.0,0.0 +1873,snp2297_m0_.55m1_.3,2,1873,1873,0.13484719540960272,0.06702748321902358,0.04475374487615894,0.06702973442748299,0.0,0.0 +231,snp3880_m0_.16m1_.03,1,231,231,0.13515201987006856,0.06698718182163164,0.044761862365692816,0.06697751864118756,0.0,0.0 +3677,snp478_m0_.21m1_.22,4,3677,3677,0.13518540592183226,-0.06705018078964566,0.044807798745560526,0.06697180519554803,0.0,0.0 +2264,snp4931_m0_.26m1_.17,3,2264,2264,0.13523147182159226,0.06703800827810995,0.044804960828062255,0.0669639235973869,0.0,0.0 +1850,snp430_m0_.38m1_.47,2,1850,1850,0.13533106480817064,-0.06694427650628344,0.04475374969991674,0.06694689090298817,0.0,0.0 +4477,snp1097_m0_.16m1_.31,5,4477,4477,0.13561966441655257,-0.06689727702197464,0.044755437643143776,0.06689758818372675,0.0,0.0 +1410,snp1534_m0_.24m1_.41,2,1410,1410,0.13578828225227718,-0.06686913729417408,0.044755944785584055,0.06686881984969446,0.0,0.0 +559,snp4888_m0_.36m1_.45,1,559,559,0.13591247586151428,-0.0668450748131182,0.04475407286394434,0.06684764843466723,0.0,0.0 +4496,snp2490_m0_.33m1_.26,5,4496,4496,0.13610343368622316,0.0668151760336299,0.044755928064618464,0.06681512468888953,0.0,0.0 +2084,snp553_m0_.01m1_.31,3,2084,2084,0.1365986537346164,-0.06679304896216025,0.04479780081066564,0.06673094263882538,0.0,0.0 +2085,snp4674_m0_.25m1_.63,3,2085,2085,0.1369224400731404,-0.06670984868117537,0.04477901229593479,0.06667602933514788,0.0,0.0 +4505,snp3611_m0_.63m1_.49,5,4505,4505,0.13697639946681878,-0.066730740858609,0.04479920582326047,0.06666688767774563,0.0,0.0 +628,snp2766_m0_.66m1_.68,1,628,628,0.13717502332068593,-0.06664801196772993,0.044766347049266256,0.06663326119356035,0.0,0.0 +2461,snp563_m0_.5m1_.32,3,2461,2461,0.13723931437030687,0.06736697100061195,0.045256679725111555,0.06662238491317223,0.0,0.0 +352,snp636_m0_.32m1_.55,1,352,352,0.13724302171981634,-0.06661915675559328,0.044754726243840824,0.06662175785091133,0.0,0.0 +3515,snp3958_m0_.33m1_.64,4,3515,3515,0.13754697705040725,0.06664005188400166,0.044803461874850535,0.06657039099892663,0.0,0.0 +1694,snp4794_m0_.37m1_.37,2,1694,1694,0.13766381550453707,-0.06661706013961774,0.04480133576925461,0.06655066913257086,0.0,0.0 +4260,snp4852_m0_.25m1_.22,5,4260,4260,0.13769537943490245,0.06657212426447137,0.04477471446885688,0.06654534347415017,0.0,0.0 +4086,snp1982_m0_.42m1_.46,5,4086,4086,0.13779806838543612,-0.06656965935078903,0.044784764626912554,0.06652802365902592,0.0,0.0 +1754,snp1292_m0_.2m1_.08,2,1754,1754,0.13782455716489345,0.06661108230022152,0.044815653806572285,0.06652355759446321,0.0,0.0 +4965,snp4619_m0_.33m1_.17,5,4965,4965,0.1379906040137394,-0.06650796170185147,0.04476518727580597,0.06649557676026241,0.0,0.0 +608,snp1515_m0_.01m1_,1,608,608,0.13818037000352065,-0.06652978629813888,0.044801496251961635,0.06646363063608315,0.0,0.0 +268,snp2257_m0_.23m1_.39,1,268,268,0.13820989599559222,-0.06646089342139029,0.04475846354472955,0.06645866311870159,0.0,0.0 +4966,snp3999_m0_.67m1_.44,5,4966,4966,0.1383027106849806,-0.06644729792433676,0.044759867555833506,0.0664430530804286,0.0,0.0 +2167,snp2803_m0_.62m1_.37,3,2167,2167,0.13842449235359344,0.0664285442311826,0.044761085823317975,0.06642258343319912,0.0,0.0 +4936,snp3499_m0_.44m1_.22,5,4936,4936,0.13856602398108953,-0.06641150284238284,0.04476569507255776,0.06639881149059633,0.0,0.0 +1921,snp3796_m0_.36m1_.33,2,1921,1921,0.1391574521249436,0.06630703268562249,0.044762402776548325,0.0662996753003701,0.0,0.0 +1365,snp2655_m0_.18m1_.34,2,1365,1365,0.13923985044942033,-0.06634590985575087,0.04479800410128794,0.06628588924002972,0.0,0.0 +610,snp3513_m0_.38m1_.35,1,610,610,0.13944307879127352,-0.06628267769264412,0.04477836128605916,0.06625191386294317,0.0,0.0 +4239,snp2615_m0_.49m1_.25,5,4239,4239,0.13947404178807443,-0.0662920264192457,0.04478818948890756,0.06624674085714473,0.0,0.0 +2801,snp456_m0_.07m1_.27,3,2801,2801,0.13961997728156292,-0.06622084132519786,0.04475663225222841,0.06622237118842256,0.0,0.0 +4265,snp4110_m0_.1m1_.15,5,4265,4265,0.13972327854417654,0.06637909821020756,0.04487532618278513,0.06620513279277543,0.0,0.0 +2093,snp4926_m0_.17m1_.02,3,2093,2093,0.1398662711826088,0.06618358242280539,0.04475934086360701,0.06618128702850398,0.0,0.0 +4867,snp3745_m0_.12m1_.15,5,4867,4867,0.13993300293389538,0.06616967736108065,0.04475749168996408,0.06617016509643096,0.0,0.0 +4518,snp1244_m0_.22m1_.05,5,4518,4518,0.14007168581927384,0.06614482928124432,0.04475637796319523,0.06614706434470967,0.0,0.0 +940,snp274_m0_.23m1_.24,1,940,940,0.14014451305239384,0.0661323658975598,0.04475618404178802,0.06613494035668362,0.0,0.0 +3937,snp1480_m0_.55m1_.36,4,3937,3937,0.1401507302355888,0.066166289726501,0.044779846291069104,0.06613390556865022,0.0,0.0 +3354,snp2947_m0_.64m1_.33,4,3354,3354,0.14050342787179806,0.06607549662548744,0.04475826389988234,0.06607526013072502,0.0,0.0 +725,snp1386_m0_m1_.01,1,725,725,0.14076737328571765,-0.06616389192495593,0.044848009951016496,0.0660314459302927,0.0,0.0 +3006,snp56_m0_.22m1_.16,4,3006,3006,0.14091732852543587,0.06603768614672442,0.04477939908000063,0.0660065818265422,0.0,0.0 +1106,snp3652_m0_.73m1_.43,2,1106,1106,0.14098903168080532,-0.06601891860820645,0.04477476826196592,0.06599469988058304,0.0,0.0 +1704,snp916_m0_.11m1_.17,2,1704,1704,0.14117750656474667,-0.06599154328948154,0.04477747069575038,0.06596348973552187,0.0,0.0 +3681,snp1341_m0_.11m1_.2,4,3681,3681,0.14139380672578813,0.06596792805214777,0.04478584481524976,0.06592771123733665,0.0,0.0 +3817,snp2087_m0_.05m1_.16,4,3817,3817,0.14149510840452237,-0.06595705024001774,0.04478988364475308,0.06591096920864276,0.0,0.0 +2525,snp4188_m0_.08m1_.08,3,2525,2525,0.14158951193721853,-0.06596009334531804,0.04480259611528417,0.0658953754934108,0.0,0.0 +531,snp2140_m0_.11m1_.07,1,531,531,0.14182566734545687,0.06622146006186219,0.04500686147734005,0.0658564018429109,0.0,0.0 +1847,snp3673_m0_.38m1_.41,2,1847,1847,0.14197399746866243,0.06598251600647101,0.044861195730171846,0.0658319477483971,0.0,0.0 +4769,snp3490_m0_.47m1_.37,5,4769,4769,0.14206837677608136,0.06581591295168832,0.0447585410348645,0.06581639831006451,0.0,0.0 +2849,snp2452_m0_.02m1_.04,3,2849,2849,0.14292619303757237,-0.06567386165091695,0.04475821863739725,0.06567543034392467,0.0,0.0 +4124,snp1233_m0_.28m1_.32,5,4124,4124,0.14322328492991118,0.06582823660773662,0.04489684509727169,0.06562675913421237,0.0,0.0 +2304,snp4182_m0_.29m1_.65,3,2304,2304,0.1434739997250444,-0.06563800449779636,0.04479521678171475,0.06558574572104721,0.0,0.0 +3795,snp4715_m0_.39m1_.38,4,3795,3795,0.14350704833956598,0.0656628560348223,0.04481588428721695,0.06558034352238772,0.0,0.0 +4859,snp93_m0_.3m1_.28,5,4859,4859,0.14351448843931802,0.06557677790976661,0.04475796819869012,0.0655791274786464,0.0,0.0 +4793,snp248_m0_.42m1_.4,5,4793,4793,0.1437625842076241,0.06555869772709338,0.04477341351917006,0.06553860515504231,0.0,0.0 +4358,snp4594_m0_.36m1_.11,5,4358,4358,0.14426397952216896,0.06550612822928173,0.044793612698106916,0.06545687348091585,0.0,0.0 +3128,snp3450_m0_.27m1_.68,4,3128,3128,0.14426588627211093,-0.0655309562749661,0.044810803724415614,0.0654565630792572,0.0,0.0 +2926,snp4198_m0_.68m1_.42,3,2926,2926,0.14428693475009913,-0.06546361106630434,0.04476710571057381,0.06545313678556985,0.0,0.0 +467,snp4381_m0_.11m1_.05,1,467,467,0.14440261782576383,0.065461861873621,0.0447788432266978,0.06543431258654218,0.0,0.0 +2551,snp1565_m0_.26m1_.29,3,2551,2551,0.14446107817545412,0.06549692446878157,0.0448093669567151,0.06542480417540003,0.0,0.0 +4918,snp622_m0_.37m1_.42,5,4918,4918,0.14474698134144678,0.0653820939363516,0.04476272939016742,0.0653783451315513,0.0,0.0 +1617,snp3415_m0_.09m1_.04,2,1617,1617,0.14490313416457726,0.0656169567361905,0.04494102113772004,0.06535300001130158,0.0,0.0 +2343,snp1190_m0_.41m1_.39,3,2343,2343,0.1449061993893154,0.06535140751783067,0.0447594886702202,0.06535250270436893,0.0,0.0 +2442,snp4062_m0_.09m1_.1,3,2442,2442,0.14503652894971286,-0.06557787206008923,0.0449291893902374,0.06533136525878608,0.0,0.0 +707,snp4892_m0_.3m1_.29,1,707,707,0.1453474495403291,0.06527843197259349,0.044758689816147744,0.06528099724736541,0.0,0.0 +2232,snp809_m0_.33m1_.31,3,2232,2232,0.14537612661880708,0.06529478589989472,0.044773099981872004,0.06527635580957766,0.0,0.0 +584,snp2516_m0_.1m1_.06,1,584,584,0.1455211090915121,0.0654261521516015,0.044879373703719284,0.0652529008245239,0.0,0.0 +2680,snp2928_m0_.36m1_.48,3,2680,2680,0.14553871501601798,-0.06524867303403004,0.0447595923247743,0.06525005378684014,0.0,0.0 +3953,snp1486_m0_.1m1_.03,4,3953,3953,0.1458546844448065,-0.06520590490441369,0.04476542729385044,0.0651990033034507,0.0,0.0 +1281,snp2778_m0_m1_.01,2,1281,1281,0.14612233921449552,0.06516252799922442,0.044765420586109626,0.06515582489969532,0.0,0.0 +4437,snp1353_m0_.14m1_.18,5,4437,4437,0.1465139771724382,0.0651011697680588,0.04476678742869772,0.06509275398569837,0.0,0.0 +2224,snp1676_m0_.47m1_.22,3,2224,2224,0.14654727258862035,0.06508522413217449,0.0447595210810114,0.06508739789494107,0.0,0.0 +1525,snp2660_m0_.03m1_.26,2,1525,1525,0.14665808087838433,-0.06510571780728916,0.04478592761714832,0.06506957932219791,0.0,0.0 +6,snp2875_m0_.58m1_.18,1,6,6,0.14686607590795092,0.06510485055916633,0.04480844194299544,0.0650361602996174,0.0,0.0 +3444,snp839_m0_.3m1_.44,4,3444,3444,0.14687727293918698,-0.0650704013855405,0.04478597572269163,0.06503436227172762,0.0,0.0 +3810,snp3964_m0_.44m1_.38,4,3810,3810,0.14694009929332172,0.0650604047879516,0.04478607114202228,0.06502427550537968,0.0,0.0 +4281,snp1237_m0_.07m1_.42,5,4281,4281,0.14722778948520684,-0.06497998352836971,0.04476261306564641,0.06497812882217341,0.0,0.0 +3136,snp2703_m0_.15m1_.19,4,3136,3136,0.14754733872308065,-0.06499888544600745,0.04481107647042659,0.06492695231898868,0.0,0.0 +670,snp4638_m0_.1m1_.1,1,670,670,0.14756107891527173,-0.06495847796735454,0.044784741998621244,0.06492475369223175,0.0,0.0 +4606,snp1101_m0_.17m1_.19,5,4606,4606,0.1475850352217736,-0.06506976786147735,0.04486412917228008,0.0649209207145325,0.0,0.0 +3174,snp2335_m0_.29m1_.38,4,3174,3174,0.14773562696465772,-0.06496636447219227,0.04480952813241075,0.06489683708331856,0.0,0.0 +2511,snp447_m0_.2m1_.15,3,2511,2511,0.14836934702835908,-0.06479628451150246,0.04476227627385159,0.06479569283352853,0.0,0.0 +1658,snp3790_m0_.16m1_.44,2,1658,1658,0.14843840673262634,-0.06478761772955409,0.04476392208089761,0.06478469052266213,0.0,0.0 +4846,snp4869_m0_.34m1_.41,5,4846,4846,0.1485659044999461,-0.06476252176285535,0.044760668607356016,0.06476438833338367,0.0,0.0 +3558,snp3587_m0_.15m1_.14,4,3558,3558,0.14874767312335826,-0.06477346111013182,0.04478831415847234,0.06473546721304657,0.0,0.0 +744,snp4388_m0_.56m1_.4,1,744,744,0.14891562771262165,0.06471318398754397,0.04476517532931034,0.0647087679412481,0.0,0.0 +216,snp505_m0_.02m1_.02,1,216,216,0.14903849247438242,-0.06469334112784474,0.04476500750321007,0.06468925098565659,0.0,0.0 +801,snp3269_m0_.41m1_.72,1,801,801,0.149058652256232,0.06475783162989594,0.04481185901950119,0.06468604979218398,0.0,0.0 +990,snp1019_m0_.23m1_.5,1,990,990,0.14913194544801414,-0.06469660710274115,0.044777580465645,0.06467441426303,0.0,0.0 +4813,snp249_m0_.38m1_.68,5,4813,4813,0.14935593815957474,0.06463655144319133,0.044760710042325694,0.06463888165099106,0.0,0.0 +1789,snp4170_m0_.57m1_.27,2,1789,1789,0.14938248249971198,0.06463356372605916,0.04476156734399445,0.06463467353322268,0.0,0.0 +1047,snp4900_m0_.4m1_.37,2,1047,1047,0.14943239047191845,0.0646370103204968,0.04476945644875303,0.06462676308064846,0.0,0.0 +3525,snp2225_m0_.25m1_.27,4,3525,3525,0.1494494809042617,0.06462179552080122,0.044760801947149174,0.06462405469576742,0.0,0.0 +3164,snp4321_m0_.36m1_.36,4,3164,3164,0.14947310992133275,0.06462020037503491,0.044762301371950225,0.0646203105049127,0.0,0.0 +2240,snp3306_m0_.24m1_.17,3,2240,2240,0.14963647858578324,-0.06460865521624987,0.044772306491206115,0.06459443585395389,0.0,0.0 +346,snp3757_m0_.34m1_.19,1,346,346,0.14980065700007578,0.0645722102665533,0.04476513187093763,0.06456845459162827,0.0,0.0 +2721,snp200_m0_m1_.01,3,2721,2721,0.15005938394928342,-0.06488746345114985,0.045012314776532454,0.06452755492599814,0.0,0.0 +3620,snp2082_m0_.5m1_.24,4,3620,3620,0.15008832389435744,0.0645270186229145,0.04476545956008768,0.06452298342246465,0.0,0.0 +1143,snp3528_m0_.55m1_.63,2,1143,1143,0.1502441528431551,0.06453823291840421,0.044790390373832444,0.06449837938852297,0.0,0.0 +334,snp136_m0_.47m1_.38,1,334,334,0.1503628590608131,0.064493765328257,0.04477258506097055,0.06447964972563217,0.0,0.0 +194,snp3625_m0_.43m1_.69,1,194,194,0.15060644941000184,0.06446014448432812,0.044776021183477586,0.0644412508071496,0.0,0.0 +3314,snp2074_m0_.3m1_.3,4,3314,3314,0.15063246794010746,0.0644533860648873,0.044774186251320666,0.06443715210789575,0.0,0.0 +4010,snp484_m0_.45m1_.38,5,4010,4010,0.1507935144715852,0.06441932818985514,0.04476821795210449,0.06441179441079761,0.0,0.0 +2354,snp1941_m0_.26m1_.37,3,2354,2354,0.15096168143330163,-0.06438789576449896,0.04476483752494012,0.06438533751537355,0.0,0.0 +2874,snp3821_m0_.54m1_.17,3,2874,2874,0.15129549247731727,0.06441053638420328,0.04481723964859438,0.06433288690138661,0.0,0.0 +2594,snp3078_m0_.36m1_.6,3,2594,2594,0.15137722169982024,-0.06436067282487859,0.04479151314284985,0.06432005845936303,0.0,0.0 +4984,snp109_m0_.49m1_.21,5,4984,4984,0.1515898698978915,0.06428700091879548,0.044763550044532585,0.06428670524743034,0.0,0.0 +243,snp4007_m0_.23m1_.23,1,243,243,0.1516178078792985,0.06442142452475176,0.04486021892322997,0.06428232590257686,0.0,0.0 +4128,snp4219_m0_.18m1_.17,5,4128,4128,0.1523452125952978,0.06417868040500577,0.044770774258448706,0.06416851851455264,0.0,0.0 +1857,snp2553_m0_.18m1_.03,2,1857,1857,0.15252811817156198,0.06415254203114555,0.044772544183563724,0.06413996660801621,0.0,0.0 +1981,snp2674_m0_.35m1_.36,2,1981,1981,0.15273330833363316,-0.06413330953201574,0.044781555586852845,0.06410796693636049,0.0,0.0 +814,snp2522_m0_.39m1_.2,1,814,814,0.15278042101200737,0.06411090170718528,0.044771058220485625,0.0641006242573244,0.0,0.0 +2971,snp3090_m0_.24m1_.53,3,2971,2971,0.1529503942370803,-0.06414397722863459,0.044812742260037314,0.06407414759123474,0.0,0.0 +534,snp2008_m0_.11m1_.06,1,534,534,0.1536999971579684,0.0639557628549626,0.0447629733639853,0.06395764770049078,0.0,0.0 +997,snp3152_m0_.26m1_.06,1,997,997,0.15406460608945732,0.06407798138701654,0.044888338851890544,0.0639011374683234,0.0,0.0 +1683,snp3915_m0_.33m1_.65,2,1683,1683,0.15408074171053981,-0.06394816943040596,0.04479916090699739,0.06389863897352879,0.0,0.0 +897,snp1273_m0_.51m1_.52,1,897,897,0.1546658719135919,-0.06383585775298363,0.04478414685121131,0.06380816904024,0.0,0.0 +2163,snp4180_m0_.28m1_.35,3,2163,2163,0.1546668612506624,0.06382647956316628,0.044777675196226246,0.06380801629355169,0.0,0.0 +4842,snp2992_m0_.35m1_.18,5,4842,4842,0.15480034928230488,0.06385694054312444,0.04481357407911104,0.06378741346155066,0.0,0.0 +1167,snp280_m0_.57m1_.33,2,1167,1167,0.15514931710054705,0.06377378588941181,0.04479314948882552,0.06373361649125346,0.0,0.0 +4002,snp4101_m0_.1m1_.2,5,4002,4002,0.1552824567416311,-0.06372590699042244,0.044773981332317775,0.06371311578994714,0.0,0.0 +3428,snp1841_m0_.18m1_.05,4,3428,3428,0.15543086549205062,0.06369008039827463,0.044764919548512416,0.06369027964193964,0.0,0.0 +3634,snp1218_m0_.17m1_.65,4,3634,3634,0.15551081587726895,-0.06367635426061659,0.04476394891433074,0.0636779842491617,0.0,0.0 +1632,snp794_m0_.21m1_.2,2,1632,1632,0.15551119616662012,0.06379233715472854,0.04484552527407336,0.06367792577673723,0.0,0.0 +3639,snp2472_m0_.43m1_.33,4,3639,3639,0.15553131716560972,0.06367396908374434,0.04476449703020462,0.06367483217203658,0.0,0.0 +1099,snp4152_m0_.24m1_.04,2,1099,1099,0.15571540915851304,0.06364945282560468,0.04476723200520158,0.06364654206960754,0.0,0.0 +1907,snp4419_m0_.19m1_.45,2,1907,1907,0.15576284769920906,-0.0636548333435259,0.044776162949690106,0.063639256113442,0.0,0.0 +4717,snp3870_m0_.2m1_.24,5,4717,4717,0.15579757600569266,0.06371354084714088,0.04482123019933656,0.06363392335183592,0.0,0.0 +4173,snp353_m0_.42m1_.59,5,4173,4173,0.1559815239117281,0.0636159769826569,0.04477254014233972,0.06360569191916025,0.0,0.0 +4564,snp1733_m0_.33m1_.22,5,4564,4564,0.15628939061750638,0.06356570190931081,0.044770510067147044,0.06355849832464948,0.0,0.0 +3064,snp4078_m0_.33m1_.14,4,3064,3064,0.15632195916471348,0.06357316024254521,0.044779291870153774,0.06355350993077834,0.0,0.0 +2961,snp3445_m0_.02m1_.11,3,2961,2961,0.15662681343447335,-0.06357944046773674,0.04481674918270357,0.06350685468821891,0.0,0.0 +296,snp1135_m0_.36m1_.56,1,296,296,0.15664722568552164,-0.06354037202252964,0.04479142056295817,0.06350373322753931,0.0,0.0 +1346,snp3039_m0_.38m1_.47,2,1346,1346,0.1571406705797813,-0.06352477050693878,0.04483384537419793,0.06342836855362957,0.0,0.0 +3630,snp966_m0_.23m1_.32,4,3630,3630,0.15714405456293098,-0.06342872398609194,0.04476642448098492,0.06342785233006573,0.0,0.0 +799,snp270_m0_.27m1_.18,1,799,799,0.15724236782569256,0.06342185792234219,0.04477220517883126,0.06341285839677414,0.0,0.0 +3312,snp1839_m0_.05m1_.06,4,3312,3312,0.15739029944037763,0.06345795851438721,0.04481368902347542,0.06339031042176942,0.0,0.0 +2274,snp1678_m0_.29m1_.14,3,2274,2274,0.15744630517434388,0.06338529535845723,0.04476842478582084,0.06338177811608572,0.0,0.0 +3790,snp4585_m0_.14m1_.05,4,3790,3790,0.1576233259420356,0.06335381813283915,0.04476530619750397,0.06335482460085838,0.0,0.0 +1070,snp2529_m0_.45m1_.12,2,1070,1070,0.1580251159984091,0.063294123850873,0.04476646837023646,0.0632937320254428,0.0,0.0 +3228,snp955_m0_.32m1_.07,4,3228,3228,0.1582764231356889,0.06328851656169004,0.04478960902603276,0.0632555801295966,0.0,0.0 +2305,snp4806_m0_.15m1_.23,3,2305,2305,0.15856321474242815,0.06321283284263689,0.04476694442314971,0.06321209703314994,0.0,0.0 +2560,snp4940_m0_.44m1_.51,3,2560,2560,0.15857569206712585,-0.06331436249918057,0.04484019350282745,0.06321020657991179,0.0,0.0 +1467,snp1030_m0_m1_.09,2,1467,1467,0.15915319339388476,-0.06317194149925648,0.04480150569993693,0.0631228312849465,0.0,0.0 +2581,snp4556_m0_.48m1_.49,3,2581,2581,0.1594553491375806,-0.06308206572260454,0.04477025179575053,0.06307721074281543,0.0,0.0 +2448,snp4680_m0_.17m1_.28,3,2448,2448,0.15960977690265699,-0.0630833311685132,0.04478775353240161,0.06305391986498962,0.0,0.0 +38,snp1754_m0_.19m1_.42,1,38,38,0.15971964091724225,-0.06303508451011293,0.04476530278947917,0.06303736045853604,0.0,0.0 +545,snp1513_m0_.03m1_.11,1,545,545,0.16004974298301544,-0.0629851744012382,0.04476529541986923,0.06298765697681741,0.0,0.0 +3042,snp3447_m0_.43m1_.4,4,3042,3042,0.16025829245900525,-0.0631154985382403,0.04488035518941044,0.06295629549201492,0.0,0.0 +3910,snp4474_m0_.24m1_.11,4,3910,3910,0.16038996548824416,0.06293562082762455,0.04476657179223015,0.06293651045617306,0.0,0.0 +4046,snp2743_m0_.03m1_.1,5,4046,4046,0.1605275817750746,0.06297718912838347,0.04481091162298166,0.06291584546988116,0.0,0.0 +2578,snp2692_m0_.58m1_.35,3,2578,2578,0.160895201628109,-0.06286770670690835,0.0447724033962446,0.06286070764580072,0.0,0.0 +2762,snp3692_m0_.44m1_.4,3,2762,2762,0.16095580238589774,0.06302132177535164,0.044888312994570335,0.06285162749546164,0.0,0.0 +2537,snp4434_m0_.42m1_.12,3,2537,2537,0.16130923545930487,0.06282764348525535,0.044788211396303304,0.0627987218766388,0.0,0.0 +833,snp4024_m0_.11m1_.27,1,833,833,0.16149432579229772,-0.06304307418670278,0.04496167659263893,0.06277105040521896,0.0,0.0 +4351,snp3858_m0_.05m1_.34,5,4351,4351,0.16175202576686817,-0.06276576621431405,0.0447914750914354,0.06273256334320332,0.0,0.0 +759,snp1269_m0_.08m1_.24,1,759,759,0.16192966703088182,-0.06270623271717267,0.04476797873351612,0.0627060597802371,0.0,0.0 +0,snp625_m0_.03m1_.07,1,0,0,0.16208313783041026,-0.062888980231395,0.0449149009317011,0.06268317999232266,0.0,0.0 +867,snp4517_m0_.3m1_.51,1,867,867,0.16209555989497149,-0.06282132537564836,0.04486791256635923,0.06268132879495457,0.0,0.0 +4508,snp1862_m0_.58m1_.24,5,4508,4508,0.16220757963842408,0.06266399579072489,0.044767511822574164,0.0626646398794934,0.0,0.0 +4760,snp2989_m0_.38m1_.4,5,4760,4760,0.1622707311519629,0.06265475486155798,0.044767655191710456,0.06265523526819912,0.0,0.0 +4151,snp1601_m0_.17m1_.27,5,4151,4151,0.16240500726921397,0.06263530998682057,0.044768099150672265,0.06263524782967765,0.0,0.0 +698,snp1267_m0_.55m1_.44,1,698,698,0.1626280679332964,-0.062613186210764,0.044776096128073775,0.06260207198133479,0.0,0.0 +3567,snp475_m0_.54m1_.31,4,3567,3567,0.16273180710109136,0.06260557010962331,0.04478172179125706,0.06258665449683307,0.0,0.0 +2269,snp929_m0_.4m1_.07,3,2269,2269,0.16273735170534243,0.06259454196434137,0.04477442504300225,0.06258583067818227,0.0,0.0 +4876,snp3990_m0_.29m1_.12,5,4876,4876,0.16278501445955224,0.06257650596750179,0.0447666084810721,0.06257874980499918,0.0,0.0 +1714,snp2790_m0_.3m1_.3,2,1714,1714,0.1628646869245081,0.06256490054820288,0.044766804163807,0.06256691698617668,0.0,0.0 +827,snp1521_m0_.56m1_.53,1,827,827,0.1629191679235667,0.06255647047905914,0.044766582588230894,0.06255882806657663,0.0,0.0 +347,snp2003_m0_.13m1_.1,1,347,347,0.16293428773597804,-0.06260055441341812,0.044799743537385514,0.06255658355370965,0.0,0.0 +1577,snp2786_m0_.47m1_.46,2,1577,1577,0.1630470616921231,-0.0626448315195991,0.04484347459558853,0.06253984737177387,0.0,0.0 +3596,snp3844_m0_.27m1_.5,4,3596,3596,0.16332550328104098,-0.0625246345295593,0.04478711472580502,0.06249856257623666,0.0,0.0 +434,snp1261_m0_.36m1_.15,1,434,434,0.16340583019212018,0.0624986469864597,0.044777058946202354,0.06248666226329513,0.0,0.0 +1101,snp899_m0_.35m1_.28,2,1101,1101,0.16342974209293973,0.06261356045108328,0.044861941203460994,0.06248312059984165,0.0,0.0 +3066,snp1435_m0_.19m1_.26,4,3066,3066,0.16413196324013266,-0.06238651252187422,0.044773960391973996,0.06237928570926268,0.0,0.0 +4426,snp2366_m0_.23m1_.22,5,4426,4426,0.1642653320925057,0.06244135415232496,0.04482751951084146,0.06235960266818413,0.0,0.0 +3988,snp2119_m0_.03m1_.21,4,3988,3988,0.16429313556863967,-0.062477992888316604,0.04485678502901164,0.06235550084604514,0.0,0.0 +3509,snp2952_m0_.5m1_.3,4,3509,3509,0.16434420916628176,0.06234627460125536,0.044767646102329375,0.06234796736170612,0.0,0.0 +4997,snp122_m0_.26m1_.34,5,4997,4997,0.16457815638022785,0.062314516537201894,0.04476970144475129,0.062313482011285816,0.0,0.0 +4342,snp76_m0_.02m1_.01,5,4342,4342,0.16469726405389107,0.062373449806459126,0.04482471056851893,0.062295938898744775,0.0,0.0 +3544,snp2601_m0_.12m1_.18,4,3544,3544,0.1654826671124576,0.06221850707937677,0.04479669755084595,0.06218049638019101,0.0,0.0 +887,snp1901_m0_.2m1_.08,1,887,887,0.16555928617436655,0.06242391251748587,0.04495274464479753,0.06216925654875066,0.0,0.0 +612,snp885_m0_.06m1_.08,1,612,612,0.16621397636346882,-0.062072304315102404,0.04476885796341361,0.06207337382660135,0.0,0.0 +3587,snp4459_m0_.25m1_.53,4,3587,3587,0.16627128896679796,-0.0621282449723547,0.04481527814660254,0.062064993592751506,0.0,0.0 +1272,snp3532_m0_.13m1_.13,2,1272,1272,0.16652538116970417,0.062026825872128453,0.04476900525263662,0.062027866358332066,0.0,0.0 +1092,snp152_m0_.64m1_.3,2,1092,1092,0.16666340044917385,0.06219312741498117,0.04490367932285188,0.062007717165734444,0.0,0.0 +2774,snp1827_m0_.43m1_.25,3,2774,2774,0.16678824781897295,0.06208551169159103,0.04483920320278441,0.06198950168666329,0.0,0.0 +281,snp1005_m0_.2m1_.15,1,281,281,0.16683541611676425,0.06198023415614465,0.04476815730248378,0.0619826223978263,0.0,0.0 +4596,snp4351_m0_.33m1_.09,5,4596,4596,0.16684428308470903,0.06198181126229644,0.04477023401460463,0.06198132935228633,0.0,0.0 +2147,snp3181_m0_.49m1_.47,3,2147,2147,0.1668930497888871,0.06197520488205571,0.04477061810268505,0.0619742187582234,0.0,0.0 +619,snp397_m0_.5m1_.33,1,619,619,0.1669435427142717,0.06197521036105612,0.04477596058280056,0.06196685810696363,0.0,0.0 +4029,snp1719_m0_.08m1_.23,5,4029,4029,0.167030481931252,-0.062040408610787454,0.044832266851746405,0.061954188372731776,0.0,0.0 +4059,snp225_m0_.21m1_.26,5,4059,4059,0.167050997654188,0.06208495081508626,0.04486662737440126,0.06195119931760922,0.0,0.0 +3034,snp4823_m0_.07m1_.44,4,3034,3034,0.16723564473563204,-0.061997499887860616,0.04482295997019224,0.06192430937785638,0.0,0.0 +4339,snp602_m0_.3m1_.45,5,4339,4339,0.16733536476729535,0.06193703951774043,0.04478978585679528,0.0619097965134732,0.0,0.0 +4574,snp1358_m0_.2m1_.38,5,4574,4574,0.1674136703771006,0.06200158367465949,0.0448447444071674,0.06189840476055171,0.0,0.0 +494,snp2007_m0_.46m1_.49,1,494,494,0.167414301861232,0.061902744223875206,0.044773322122821084,0.06189831290964969,0.0,0.0 +4138,snp3966_m0_.08m1_.08,5,4138,4138,0.16756557106541986,0.061936704686474824,0.04481387062817498,0.0618763179081649,0.0,0.0 +2565,snp2057_m0_.54m1_.47,3,2565,2565,0.1677340320746233,0.06185453918447976,0.044772199524895515,0.06185184065943391,0.0,0.0 +3481,snp2710_m0_.32m1_.07,4,3481,3481,0.16799042189091853,0.06201210591309245,0.044913380416954064,0.06181462272688064,0.0,0.0 +574,snp264_m0_.22m1_.19,1,574,574,0.1683755563462707,-0.061764447925402796,0.04477460202446579,0.061758795855601054,0.0,0.0 +1773,snp3671_m0_.58m1_.39,2,1773,1773,0.16842974577257677,0.06175921187617498,0.044776517540380804,0.06175094854031119,0.0,0.0 +3093,snp3449_m0_.32m1_.35,4,3093,3093,0.1691830723102966,-0.06166094983745105,0.044784553636227194,0.06164205247330606,0.0,0.0 +1437,snp162_m0_.26m1_.18,2,1437,1437,0.16923705162877065,0.061638328910709486,0.04477380308733543,0.06163426350349624,0.0,0.0 +2455,snp4810_m0_.46m1_.15,3,2455,2455,0.1695290809088091,0.06159005352136156,0.04476943744341704,0.061592157187963716,0.0,0.0 +295,snp506_m0_.28m1_.28,1,295,295,0.16987779631858846,-0.061609494092007264,0.044820244169421534,0.061541948542350504,0.0,0.0 +2336,snp1814_m0_.44m1_.2,3,2336,2336,0.17028132635563967,0.061517679466679305,0.044795831553596635,0.06148394364065122,0.0,0.0 +2439,snp191_m0_.72m1_.43,3,2439,2439,0.17043761836354976,-0.06152584119514613,0.04481819305731814,0.06146150524023098,0.0,0.0 +1902,snp800_m0_.07m1_.16,2,1902,1902,0.17051077754212568,-0.061453073690782935,0.04477286238068113,0.061451007265542576,0.0,0.0 +3146,snp2070_m0_.55m1_.4,4,3146,3146,0.17073354220620166,0.06158321768145278,0.04489110611776886,0.061419062359684744,0.0,0.0 +4164,snp4495_m0_.13m1_.12,5,4164,4164,0.1711365141052108,0.06138281273165463,0.044787261107904645,0.06136135436209711,0.0,0.0 +3615,snp3464_m0_.28m1_.06,4,3615,3615,0.17141240494841387,0.06136546219901799,0.0448035155550702,0.06132190361311777,0.0,0.0 +1984,snp2182_m0_.15m1_.31,2,1984,1984,0.17157536617330366,-0.061307147694051545,0.04477800320706534,0.06129862338756802,0.0,0.0 +1442,snp3536_m0_.02m1_.01,2,1442,1442,0.171929601339237,0.061254209366303956,0.04477640044524009,0.061248075113115294,0.0,0.0 +1626,snp1288_m0_.06m1_.09,2,1626,1626,0.1719941631644832,0.0612368888549424,0.044770492740284724,0.06123887071159474,0.0,0.0 +3555,snp1974_m0_.08m1_.25,4,3555,3555,0.17208578659519955,-0.06124162262001176,0.04478353882266615,0.06122581263494563,0.0,0.0 +3730,snp2231_m0_.6m1_.33,4,3730,3730,0.17211753614370737,0.06122541951937374,0.04477501081880765,0.061221288932054245,0.0,0.0 +1952,snp1039_m0_.24m1_.16,2,1952,1952,0.17220803074154772,0.06121444789862956,0.04477645039715108,0.06120839859860471,0.0,0.0 +4427,snp3357_m0_.6m1_.38,5,4427,4427,0.17227069290167635,0.06125800806226861,0.044814870873485686,0.0611994757647616,0.0,0.0 +3120,snp705_m0_.4m1_.33,4,3120,3120,0.17247596808226823,-0.06117885759759147,0.04477842147058078,0.06117026236573482,0.0,0.0 +219,snp2505_m0_.23m1_.03,1,219,219,0.172829156793501,0.06113244601193172,0.044781341822407235,0.06112005951643441,0.0,0.0 +4519,snp4348_m0_.61m1_.31,5,4519,4519,0.17293146361405748,0.06113867445794661,0.04479659207040428,0.061105531736841676,0.0,0.0 +1590,snp2290_m0_.08m1_.03,2,1590,1590,0.1729591578575801,0.061231179951966426,0.04486726886164057,0.06110160019900218,0.0,0.0 +146,snp503_m0_.31m1_.08,1,146,146,0.17308769523385736,0.061180758290228066,0.04484376012546661,0.06108335888075471,0.0,0.0 +3507,snp2081_m0_.19m1_.24,4,3507,3507,0.17313912588787714,-0.06119887835129602,0.044862420144851284,0.06107606295286802,0.0,0.0 +2077,snp2049_m0_.05m1_.09,3,2077,2077,0.17324841127744162,-0.061104752896158104,0.04480483218761706,0.06106056514065202,0.0,0.0 +1944,snp2045_m0_.28m1_.52,2,1944,1944,0.17333952709286776,-0.06104730259845956,0.04477221267625957,0.061047649532173225,0.0,0.0 +3495,snp3337_m0_.35m1_.34,4,3495,3495,0.17347586618523553,0.06108294711648638,0.044812586932361814,0.06102833299771685,0.0,0.0 +2228,snp682_m0_.37m1_.17,3,2228,2228,0.17365817953646073,0.061120971623535664,0.044859527684183845,0.06100252049289638,0.0,0.0 +3376,snp4327_m0_.16m1_.28,4,3376,3376,0.1740243197403628,-0.06094974393238227,0.0447719995347382,0.06095074211172976,0.0,0.0 +4928,snp3994_m0_.34m1_.35,5,4928,4928,0.1743420447965162,-0.06090449713542476,0.04477184188171252,0.060905876150352936,0.0,0.0 +1230,snp156_m0_.25m1_.44,2,1230,1230,0.17438713959294228,0.06096037800615598,0.04481762035345546,0.060899513247697094,0.0,0.0 +2280,snp4302_m0_.21m1_.32,3,2280,2280,0.17441642969028867,-0.061148624541013094,0.04495907976569685,0.06089538105365945,0.0,0.0 +3112,snp3701_m0_.17m1_.29,4,3112,3112,0.17442326237509576,-0.060905702100843805,0.04478118426189453,0.0608944171851354,0.0,0.0 +4330,snp1726_m0_.23m1_.62,5,4330,4330,0.17452302142751527,-0.0608858796943447,0.044776993884426845,0.06088034764301595,0.0,0.0 +3545,snp1216_m0_.51m1_.37,4,3545,3545,0.1745526493205521,0.06087534949508349,0.04477233328233437,0.06087617021896695,0.0,0.0 +321,snp2757_m0_.26m1_.08,1,321,321,0.17484041363718245,0.06096678373879879,0.04486957715522847,0.060835623937561825,0.0,0.0 +3757,snp1597_m0_.08m1_.06,4,3757,3757,0.17502421304817667,0.060809767769664645,0.04477312982467292,0.060809752398730224,0.0,0.0 +3185,snp1837_m0_.23m1_.55,4,3185,3185,0.1751448619667933,-0.06079222219374492,0.044772753407801257,0.060792780888230306,0.0,0.0 +4170,snp2481_m0_.23m1_.19,5,4170,4170,0.1756543045000127,0.061149360499734316,0.04508905808837161,0.06072121407789933,0.0,0.0 +186,snp1003_m0_.35m1_.31,1,186,186,0.17573567296587414,-0.060726051216547346,0.044785378389231446,0.06070979768594371,0.0,0.0 +589,snp2391_m0_.61m1_.43,1,589,589,0.17575889273368284,-0.06074544126659878,0.04480209108075596,0.0607065405603447,0.0,0.0 +4835,snp1368_m0_.67m1_.31,5,4835,4835,0.17582222206984574,0.06069567843671288,0.04477196378480566,0.06069765873828451,0.0,0.0 +4192,snp3350_m0_.43m1_.39,5,4192,4192,0.17591240784989784,-0.06073631993279938,0.044811312262515446,0.060685014454374644,0.0,0.0 +1022,snp1526_m0_.44m1_.28,2,1022,1022,0.17614082166837305,-0.060678433967071274,0.04479231273107791,0.06065301178094755,0.0,0.0 +2811,snp2696_m0_.06m1_.08,3,2811,2811,0.17628079577890707,-0.06066601657387279,0.04479767334689379,0.060633415486803774,0.0,0.0 +4931,snp623_m0_.39m1_.31,5,4931,4931,0.17628473656205365,0.060634347570912885,0.044774696757279915,0.06063286394685998,0.0,0.0 +2701,snp3196_m0_.17m1_.18,3,2701,2701,0.17776000539970857,0.060453404991758206,0.04479370375560696,0.060427030283444205,0.0,0.0 +2273,snp2191_m0_.12m1_.03,3,2273,2273,0.17796548765374162,0.06068980065570654,0.0449902124536708,0.06039846157104866,0.0,0.0 +3758,snp3108_m0_.67m1_.27,4,3758,3758,0.178393909187954,0.06103378779436263,0.04528998377293112,0.06033897568431581,0.0,0.0 +2516,snp1312_m0_.35m1_.23,3,2516,2516,0.17843745615683695,0.060333982320298477,0.04477519351515047,0.060332935169265585,0.0,0.0 +1323,snp3407_m0_.22m1_.49,2,1323,1323,0.17849121577223356,-0.06039111315367372,0.04482315082430357,0.06032547953921455,0.0,0.0 +4271,snp355_m0_.12m1_.23,5,4271,4271,0.17884762191701695,0.06036213128482946,0.044838481371772786,0.06027609357856532,0.0,0.0 +3641,snp477_m0_.07m1_.22,4,3641,3641,0.17889829293773007,-0.06032078540556682,0.04481300331751816,0.060269078198989,0.0,0.0 +599,snp3017_m0_.04m1_.17,1,599,599,0.17919827200116922,0.060225596004913375,0.04477322953705731,0.06022757638783105,0.0,0.0 +4082,snp1230_m0_.42m1_.4,5,4082,4082,0.1794792683931603,0.06018689185423017,0.04477342642991109,0.060188747503558765,0.0,0.0 +4593,snp3484_m0_.15m1_.4,5,4593,4593,0.17966318628502415,-0.060351075098503924,0.0449145789561647,0.06016335759405667,0.0,0.0 +2100,snp4801_m0_.47m1_.47,3,2100,2100,0.1804668217710451,0.060062404922853134,0.04478245462293668,0.06005264089338585,0.0,0.0 +2172,snp40_m0_.09m1_.11,3,2172,2172,0.18094052039345357,0.060031647393566194,0.04480826454410069,0.0599875504753935,0.0,0.0 +4019,snp492_m0_.38m1_.36,5,4019,4019,0.18098379857526234,0.060009034159962234,0.04479583789693014,0.05998160995892436,0.0,0.0 +1249,snp4273_m0_.31m1_.27,2,1249,1249,0.18100879510654508,0.06008353897423758,0.04485402929329139,0.059978179325562646,0.0,0.0 +516,snp1263_m0_.04m1_.14,1,516,516,0.18129911278383007,-0.05993674226041521,0.04477427379675786,0.05993836051896964,0.0,0.0 +1813,snp798_m0_.14m1_.34,2,1813,1813,0.18132274681705243,-0.05998851529397069,0.04481538042860534,0.05993512104750002,0.0,0.0 +3744,snp3848_m0_.34m1_.34,4,3744,3744,0.18142349907089936,0.05992964674870504,0.0447817546618822,0.05992131463384956,0.0,0.0 +2890,snp1830_m0_.54m1_.68,3,2890,2890,0.18149547005230818,0.05994914372802666,0.04480372174398045,0.059911455686203464,0.0,0.0 +1424,snp907_m0_.46m1_.42,2,1424,1424,0.18163208013671045,0.05989039206269612,0.04477384261806634,0.05989275010145791,0.0,0.0 +1454,snp3411_m0_.29m1_.37,2,1454,1454,0.1822463774174278,-0.05983166697944534,0.04479297714571217,0.05980876470447228,0.0,0.0 +2112,snp4545_m0_.38m1_.23,3,2112,2112,0.18261923160494553,0.05977375820637244,0.044787857220166045,0.0597578909209803,0.0,0.0 +4054,snp3113_m0_.23m1_.24,5,4054,4054,0.18274815157681806,0.059829022879299726,0.04484250017185599,0.059740318405073385,0.0,0.0 +915,snp1902_m0_.28m1_.4,1,915,915,0.18275932150828245,-0.0597371577737298,0.044774791160795586,0.059738796312060576,0.0,0.0 +3491,snp3103_m0_.18m1_.04,4,3491,3491,0.18350551791968345,0.0596376370950953,0.044776567464536864,0.059637269679069224,0.0,0.0 +1006,snp3899_m0_.53m1_.15,2,1006,1006,0.18364579854532262,0.05961806147462643,0.04477622560171932,0.05961821732625153,0.0,0.0 +4686,snp3617_m0_.7m1_.56,5,4686,4686,0.18370160491276044,-0.059628391180614235,0.04478969601004447,0.059610640917151396,0.0,0.0 +1783,snp34_m0_.27m1_.33,2,1783,1783,0.1839062941266897,0.05958052930041088,0.044774681043244474,0.05958286634873674,0.0,0.0 +1105,snp1278_m0_.28m1_.03,2,1105,1105,0.18396181799859979,0.0595932278482019,0.04478990476604959,0.05957533617185819,0.0,0.0 +4258,snp1989_m0_.54m1_.49,5,4258,4258,0.1839632139383869,-0.059614626907089345,0.0448061310429847,0.05957514687539155,0.0,0.0 +520,snp1893_m0_.4m1_.32,1,520,520,0.18399529799687173,0.059632136710212905,0.04482257616591012,0.0595707964076861,0.0,0.0 +335,snp4010_m0_.21m1_.32,1,335,335,0.18411649996099,-0.059552333483665426,0.04477498472441897,0.059554366966863566,0.0,0.0 +543,snp3263_m0_.38m1_.43,1,543,543,0.1843266275043575,0.059643060793722565,0.04486471884717378,0.05952590219474406,0.0,0.0 +4153,snp724_m0_.4m1_.46,5,4153,4153,0.1849574885713592,0.05944124966097216,0.04477731723988367,0.059440586683854775,0.0,0.0 +1414,snp419_m0_.4m1_.37,2,1414,1414,0.18498939500313039,0.05947779746791613,0.04480810877010867,0.05943627747340988,0.0,0.0 +4493,snp4858_m0_.2m1_.21,5,4493,4493,0.18502504556395208,0.05943142058168356,0.04477681004556596,0.059431463237825256,0.0,0.0 +578,snp3889_m0_.16m1_.25,1,578,578,0.18528740460345253,-0.059477225856634376,0.04483812871701696,0.059396055419011766,0.0,0.0 +3977,snp2115_m0_.07m1_.05,4,3977,3977,0.18547855350815706,0.0594429652855954,0.0448318236390634,0.05937028135196594,0.0,0.0 +2672,snp695_m0_.23m1_.17,3,2672,2672,0.18562153020068148,0.05934998602837579,0.04477628019140861,0.0593510155124807,0.0,0.0 +758,snp1519_m0_.12m1_.12,1,758,758,0.1859415898477135,-0.05930563415635335,0.044775440138823196,0.059307927699456704,0.0,0.0 +4242,snp4976_m0_.12m1_.05,5,4242,4242,0.18606111133558606,0.05932183779659773,0.04479986045809315,0.05929185121848229,0.0,0.0 +3337,snp335_m0_.66m1_.48,4,3337,3337,0.18606960367574857,-0.05931532856529914,0.044795810518529953,0.05929070922860819,0.0,0.0 +1220,snp2160_m0_.18m1_.32,2,1220,1220,0.18662544140373985,-0.059351639163674544,0.044879946833860825,0.05921604747201605,0.0,0.0 +359,snp1137_m0_.22m1_.37,1,359,359,0.18672348088763455,-0.05921487360877924,0.044786510908874394,0.05920289552090846,0.0,0.0 +4628,snp4602_m0_.41m1_.4,5,4628,4628,0.1875019909009446,-0.05909715430308016,0.04477660370848363,0.05909863885704666,0.0,0.0 +795,snp402_m0_.49m1_.29,1,795,795,0.18776127938102588,0.059070646066854936,0.04478286955890332,0.059063986151771164,0.0,0.0 +2519,snp1564_m0_.39m1_.22,3,2519,2519,0.18799648754915507,0.05903982703065504,0.04478339931856197,0.059032582114949994,0.0,0.0 +79,snp4001_m0_.07m1_.2,1,79,79,0.18825138353202814,0.059042520187290094,0.04481134160615836,0.05899858206038668,0.0,0.0 +1012,snp1780_m0_.24m1_.12,2,1012,1012,0.18866501124884302,-0.058947719854917244,0.04478136011731882,0.05894348108651009,0.0,0.0 +1262,snp282_m0_.35m1_.19,2,1262,1262,0.18869526011992432,0.05894869329653993,0.04478516929736356,0.058939455002499794,0.0,0.0 +3621,snp4840_m0_.17m1_.2,4,3621,3621,0.18956367657799186,0.05882227859330012,0.0447770909736463,0.058824071729460886,0.0,0.0 +3617,snp4966_m0_.39m1_.4,4,3617,3617,0.1895908064830189,-0.0589438848946904,0.044872415407709046,0.058820473342302955,0.0,0.0 +4407,snp2976_m0_.17m1_.2,5,4407,4407,0.18970739815202528,0.0588063406196247,0.04477951692247416,0.058805013458527074,0.0,0.0 +755,snp1387_m0_.49m1_.46,1,755,755,0.18972036702267825,-0.05882038841151911,0.04479152802270293,0.05880329423677788,0.0,0.0 +1286,snp4033_m0_.25m1_.21,2,1286,1286,0.18986174099250014,-0.0587839434064863,0.04477809177808194,0.05878455855672873,0.0,0.0 +2535,snp3688_m0_.27m1_.04,3,2535,2535,0.18994697507525862,0.05879523150858692,0.04479532404529589,0.05877326780360321,0.0,0.0 +4191,snp3117_m0_.01m1_.01,5,4191,4191,0.1899793180060477,-0.058775578204020316,0.04478362560576693,0.05876898438755481,0.0,0.0 +2559,snp1686_m0_.28m1_.15,3,2559,2559,0.19012080119775507,0.05877968923788333,0.04480108685209954,0.05875025300403893,0.0,0.0 +1361,snp2029_m0_.4m1_.42,2,1361,1361,0.19058415889889888,0.05869479607743219,0.04478325077343442,0.05868897925036852,0.0,0.0 +2268,snp306_m0_.52m1_.37,3,2268,2268,0.19089949878555196,0.05869374551875757,0.04481435305325455,0.058647341666451684,0.0,0.0 +1924,snp4670_m0_.11m1_.12,2,1924,1924,0.1910568527285507,0.05862657647960677,0.044778971735272524,0.0586265834744949,0.0,0.0 +2924,snp3943_m0_.03m1_.16,3,2924,2924,0.19112842080179904,-0.058620371966777496,0.044781466069658105,0.05861714633715879,0.0,0.0 +1177,snp3904_m0_.27m1_.24,2,1177,1177,0.19115586028475237,-0.05863567994371633,0.04479593429454929,0.0586135287888816,0.0,0.0 +1702,snp670_m0_.3m1_.24,2,1702,1702,0.19132248727330087,0.058740131523094714,0.04489260913336553,0.058591569307955144,0.0,0.0 +1931,snp1411_m0_.12m1_.14,2,1931,1931,0.191378403890647,0.05904041153776132,0.045127793416374705,0.05858420329832508,0.0,0.0 +3162,snp3451_m0_.43m1_.14,4,3162,3162,0.1915968816197628,0.05868187946497672,0.04487585817305112,0.05855543790783591,0.0,0.0 +2983,snp826_m0_.13m1_.07,3,2983,2983,0.19164612060156822,0.05858318041021653,0.04480535505730525,0.0585489582876013,0.0,0.0 +3266,snp709_m0_.14m1_.25,4,3266,3266,0.19208731475482968,-0.05853521135327723,0.04481321667391662,0.05849095360002942,0.0,0.0 +4335,snp3121_m0_.38m1_.11,5,4335,4335,0.1921243528868356,0.05848980397986447,0.044782191409484966,0.05848608856775828,0.0,0.0 +844,snp4264_m0_.22m1_.31,1,844,844,0.19221110708865066,-0.058498757502258636,0.0447978028083046,0.05847469592142608,0.0,0.0 +1832,snp547_m0_.38m1_.16,2,1832,1832,0.19222379600970477,0.05847377346042963,0.044779950467149915,0.058473029915928655,0.0,0.0 +901,snp1647_m0_.53m1_.35,1,901,901,0.19251570709902083,0.059167990738643345,0.045341394848873985,0.058434725373671774,0.0,0.0 +3325,snp4325_m0_.28m1_.47,4,3325,3325,0.1925349457039328,-0.0584543022984671,0.044796424542914,0.058432202381453635,0.0,0.0 +1356,snp2780_m0_.22m1_.29,2,1356,1356,0.1928488997993746,-0.05840526582430159,0.04479049378807433,0.05839105584290753,0.0,0.0 +3894,snp1227_m0_.41m1_.23,4,3894,3894,0.19285071225729514,0.05838960510422819,0.04477866639357009,0.058390818446347706,0.0,0.0 +1975,snp3798_m0_.1m1_.2,2,1975,1975,0.192969417369296,-0.058411389092251874,0.04480734157745849,0.05837527395461014,0.0,0.0 +4756,snp1740_m0_.13m1_.07,5,4756,4756,0.19310397932151677,-0.058366514468428485,0.044786477053236295,0.05835766147004315,0.0,0.0 +1616,snp2787_m0_.04m1_.01,2,1616,1616,0.19347722519396868,0.058325421765468594,0.04479253449601102,0.05830885522990193,0.0,0.0 +1609,snp913_m0_.61m1_.69,2,1609,1609,0.19385218410181956,0.05846334848659355,0.044936319696093796,0.05825989435506695,0.0,0.0 +4940,snp4616_m0_.14m1_.24,5,4940,4940,0.19396282443220625,0.058260713639498765,0.04479170458828908,0.05824546055891946,0.0,0.0 +4491,snp2368_m0_.09m1_.24,5,4491,4491,0.19397320096697487,-0.05825651670086932,0.04478952218363924,0.058244107177311266,0.0,0.0 +1835,snp4171_m0_.08m1_.09,2,1835,1835,0.19400493552886222,-0.05844661826427696,0.04493888264792923,0.05823996845840794,0.0,0.0 +970,snp3397_m0_.15m1_.06,1,970,970,0.1943513186233323,0.0582939156004427,0.04485635795208419,0.058194826478557886,0.0,0.0 +583,snp4017_m0_.4m1_.49,1,583,583,0.19480806166696404,-0.05823957241592112,0.04486051331036822,0.05813539185539088,0.0,0.0 +375,snp1509_m0_.23m1_.49,1,375,375,0.19481658186674128,-0.05830159910573946,0.04490914956951899,0.058134284115815234,0.0,0.0 +3077,snp3700_m0_.34m1_.31,4,3077,3077,0.19486966401550304,0.05812575538999476,0.04477903221189056,0.058127383526545374,0.0,0.0 +3018,snp4317_m0_.6m1_.4,4,3018,3018,0.19490742759615512,0.05812061587163156,0.04477886683290525,0.05812247516192238,0.0,0.0 +1972,snp2300_m0_.27m1_.18,2,1972,1972,0.1949309501385941,0.058122850612864305,0.044782951976953325,0.05811941814404274,0.0,0.0 +1722,snp3417_m0_.29m1_.51,2,1722,1722,0.19494002933142288,-0.05820387468730347,0.04484629354554395,0.05811823827338528,0.0,0.0 +1206,snp281_m0_m1_.01,2,1206,1206,0.1950106833742721,-0.058113128587919616,0.04478347131263975,0.05810905792337429,0.0,0.0 +1716,snp1798_m0_.36m1_.53,2,1716,1716,0.19509999644033468,-0.058287237661463875,0.04492664409951397,0.058097456614769144,0.0,0.0 +4221,snp1988_m0_.48m1_.56,5,4221,4221,0.19537083168317423,0.058145541628218084,0.04484465618203459,0.058062300230653036,0.0,0.0 +4873,snp1370_m0_.34m1_.63,5,4873,4873,0.1953764639170843,0.05812221266026212,0.04482722982146653,0.058061569503994145,0.0,0.0 +1333,snp2282_m0_.13m1_.08,2,1333,1333,0.1955093953917902,0.058101425718637696,0.04482455391522712,0.05804432742811966,0.0,0.0 +2589,snp1687_m0_.22m1_.3,3,2589,2589,0.19570983305315565,0.058025105592587306,0.04478578864693707,0.058018345553927236,0.0,0.0 +3668,snp1976_m0_.23m1_.07,4,3668,3668,0.1957731116350933,0.05802706365436361,0.04479365105003368,0.05801014706157535,0.0,0.0 +1402,snp4405_m0_.22m1_.02,2,1402,1402,0.1959393460886694,0.05814165799086282,0.044898830329326685,0.057988618633435116,0.0,0.0 +2780,snp4194_m0_.45m1_.34,3,2780,2780,0.1960319071049226,0.05798803580429567,0.04478948391444368,0.057976637171440686,0.0,0.0 +4701,snp991_m0_.31m1_.18,5,4701,4701,0.19603992775651374,0.05797710037891275,0.04478184197224202,0.0579755991413565,0.0,0.0 +1841,snp3173_m0_.21m1_.05,2,1841,1841,0.1963660690081107,0.05793141085094585,0.044779242098433994,0.05793341630156723,0.0,0.0 +2366,snp2193_m0_.45m1_.16,3,2366,2366,0.19641929884645126,0.058020019206016654,0.044853078129868836,0.05792653645676571,0.0,0.0 +4418,snp4856_m0_.31m1_.33,5,4418,4418,0.19693757382736568,-0.05788844977053305,0.044803296076942896,0.057859621560358294,0.0,0.0 +4653,snp611_m0_.18m1_.08,5,4653,4653,0.19703298496612104,-0.05786450388901844,0.044794321018163545,0.05784731696842101,0.0,0.0 +2173,snp1553_m0_.5m1_.45,3,2173,2173,0.197111527763107,-0.057983259579951464,0.04489413759151271,0.0578371910468425,0.0,0.0 +429,snp4633_m0_.19m1_.19,1,429,429,0.1971312653529411,-0.05801402524308381,0.04491994080239426,0.057834646893505356,0.0,0.0 +388,snp1889_m0_.23m1_.46,1,388,388,0.19749207881421207,-0.05778629591019401,0.04477971668212874,0.05778817116728102,0.0,0.0 +2996,snp1832_m0_.64m1_.33,3,2996,2996,0.1978242322392211,0.05776760094095602,0.044798465037303906,0.05774544182337822,0.0,0.0 +3789,snp224_m0_.09m1_.18,4,3789,3789,0.19806846584808283,0.05779444318256072,0.04484373589129487,0.05771405615858441,0.0,0.0 +630,snp3265_m0_.09m1_.05,1,630,630,0.19809608112111537,0.05772588049902606,0.04479329897818316,0.05771050918629833,0.0,0.0 +3110,snp2939_m0_.28m1_.05,4,3110,3110,0.19810953558908245,0.057764156904673666,0.04482434678850168,0.05770878119261211,0.0,0.0 +4638,snp1249_m0_.03m1_.06,5,4638,4638,0.1982157734897005,-0.05777516189889684,0.04484352222805576,0.057695139776667,0.0,0.0 +1840,snp3054_m0_.19m1_.25,2,1840,1840,0.19831988339811937,-0.05768263508491238,0.04478211220367876,0.0576817767754568,0.0,0.0 +4530,snp3612_m0_.35m1_.65,5,4530,4530,0.19886686317787947,0.05771776568157271,0.044864108865985686,0.057611653214146144,0.0,0.0 +4268,snp2361_m0_.33m1_.41,5,4268,4268,0.19893456925201852,-0.057602279641340494,0.044781103130477916,0.05760298298328758,0.0,0.0 +1157,snp412_m0_.07m1_.1,2,1157,1157,0.19920914655332475,0.05756769066098014,0.04478162195734715,0.05756784348716967,0.0,0.0 +4383,snp3859_m0_.1m1_.44,5,4383,4383,0.19931912088321785,-0.057558495547291075,0.04478544691114585,0.05755377923249459,0.0,0.0 +1389,snp2781_m0_.07m1_.07,2,1389,1389,0.19936120001325805,0.057658842541696946,0.04486773344928712,0.05754839936648985,0.0,0.0 +3198,snp2830_m0_.34m1_.4,4,3198,3198,0.1994621306460163,-0.05754969326571545,0.044792872637578626,0.057535498637550135,0.0,0.0 +1097,snp528_m0_.33m1_.22,2,1097,1097,0.19993060153829553,0.057722040422191215,0.044973928423005814,0.05747568189842837,0.0,0.0 +4812,snp1108_m0_.5m1_.53,5,4812,4812,0.20018979935599623,0.05744063352784586,0.044780507878555344,0.05744263004855342,0.0,0.0 +1160,snp4648_m0_.09m1_.2,2,1160,1160,0.2003237269682977,-0.05746005773868072,0.04480900733495153,0.057425564349989,0.0,0.0 +4160,snp1852_m0_.62m1_.48,5,4160,4160,0.20044860765601277,-0.057509704409827465,0.04486018945906846,0.05740965893387058,0.0,0.0 +606,snp265_m0_.2m1_.02,1,606,606,0.20134235959524352,0.057382891451382485,0.04485032804230754,0.05729603623977769,0.0,0.0 +4891,snp4871_m0_.11m1_.17,5,4891,4891,0.20163224728465023,0.05725704373287872,0.044780802255621636,0.057259261609302024,0.0,0.0 +601,snp4767_m0_.01m1_.04,1,601,601,0.20221042102600353,0.05730242389583632,0.04487387378549245,0.05718603014538051,0.0,0.0 +2326,snp187_m0_.46m1_.19,3,2326,2326,0.20224769939410775,0.05719527132642593,0.044793668466375836,0.057181313693291116,0.0,0.0 +4424,snp731_m0_.21m1_.08,5,4424,4424,0.20237505790161492,0.05716462250576297,0.0447823222482839,0.05716520508268211,0.0,0.0 +2708,snp48_m0_.34m1_.31,3,2708,2708,0.20264788684685664,-0.05714115353036935,0.0447910442666479,0.057130721792069544,0.0,0.0 +199,snp1630_m0_.33m1_.18,1,199,199,0.20270418147832922,0.05712510283153184,0.04478405511053378,0.05712361082032513,0.0,0.0 +4484,snp1243_m0_.19m1_.06,5,4484,4484,0.20274052757952896,-0.057118694419816686,0.04478264159078871,0.057119020450027105,0.0,0.0 +3715,snp1449_m0_.17m1_.29,4,3715,3715,0.2028370075766801,-0.05710583690865578,0.04478214317909862,0.05710683830233373,0.0,0.0 +4983,snp4624_m0_.36m1_.42,5,4983,4983,0.2028427131416876,0.057141623771607405,0.04481077412431773,0.057106118015005425,0.0,0.0 +3271,snp333_m0_.38m1_.21,4,3271,3271,0.20312098493188624,0.05707213678453976,0.044783907685216874,0.057071006007565345,0.0,0.0 +4609,snp4988_m0_.34m1_.34,5,4609,4609,0.2032868045672946,0.057049496235595645,0.04478260027945737,0.05705009968472772,0.0,0.0 +3549,snp3221_m0_.01m1_.02,4,3549,3549,0.2034582213413883,-0.05705037802987373,0.044800309081499054,0.05702850069126353,0.0,0.0 +1501,snp1169_m0_.32m1_.34,2,1501,1501,0.2037401361607982,-0.05700391457426292,0.044791790784603776,0.0569930073399496,0.0,0.0 +3839,snp4727_m0_.09m1_.2,4,3839,3839,0.20375389601861688,-0.057015057375645675,0.04480191196215013,0.05699127587287948,0.0,0.0 +1996,snp4923_m0_.59m1_.32,2,1996,1996,0.2039327755746243,0.05744284483883509,0.045155950169138634,0.05696877434142579,0.0,0.0 +2966,snp1959_m0_.05m1_.13,3,2966,2966,0.2041522413864913,-0.05693932168378893,0.04478188586603682,0.056941186956502104,0.0,0.0 +3849,snp4737_m0_.25m1_.33,4,3849,3849,0.20416724776441614,0.05699944522265727,0.04483066144143777,0.05693930140436391,0.0,0.0 +2486,snp1684_m0_.04m1_.13,3,2486,2486,0.20444658870776738,-0.056936366347687103,0.04480874606838039,0.05690422053819159,0.0,0.0 +3597,snp2603_m0_.1m1_.47,4,3597,3597,0.2048416289613464,-0.05689012141744759,0.04481149944033557,0.05685466893011037,0.0,0.0 +1947,snp1804_m0_.45m1_.57,2,1947,1947,0.2050666598429462,-0.05682443398676747,0.044782038915124646,0.05682647329910096,0.0,0.0 +3926,snp1476_m0_.05m1_.03,4,3926,3926,0.20536243538781856,0.05693838460588762,0.0449011911131914,0.056789447682465015,0.0,0.0 +4079,snp2848_m0_.13m1_.2,5,4079,4079,0.20550774301009783,-0.0567788436778338,0.044789759793823096,0.056771272015267514,0.0,0.0 +4476,snp4230_m0_.34m1_.39,5,4476,4476,0.20560936262577736,0.056783583511199755,0.04480355827945149,0.056758566553392405,0.0,0.0 +3019,snp574_m0_.15m1_.03,4,3019,3019,0.20562313540150548,0.05684322877548672,0.04485198465980826,0.056756844898589384,0.0,0.0 +568,snp2889_m0_.37m1_.11,1,568,568,0.20587581410931755,0.05672303841944413,0.04478213938030531,0.05672527381356123,0.0,0.0 +2973,snp324_m0_.39m1_.36,3,2973,2973,0.20592283332877798,0.05681578298444762,0.04486001860782194,0.05671940206812832,0.0,0.0 +2199,snp4804_m0_.14m1_.05,3,2199,2199,0.20650132432305368,-0.05664606777622499,0.044783176497851344,0.05664723962368753,0.0,0.0 +3666,snp2715_m0_.51m1_.51,4,3666,3666,0.20661506656829395,-0.05665406691637256,0.04480074418695241,0.05663306834782516,0.0,0.0 +272,snp2885_m0_.4m1_.39,1,272,272,0.20705905678786057,-0.0566097146407855,0.04480953762407893,0.0565778050767553,0.0,0.0 +3384,snp959_m0_.39m1_.51,4,3384,3384,0.20726036259244351,-0.0565805259398917,0.04480631772689988,0.056552776879221694,0.0,0.0 +3760,snp1450_m0_.31m1_.1,4,3760,3760,0.20729129119587567,0.0565467125415126,0.0447825943194685,0.056548933108230656,0.0,0.0 +1029,snp2772_m0_.1m1_.05,2,1029,1029,0.20747066071850745,0.05655636452566748,0.04480795190384737,0.05652664944754143,0.0,0.0 +94,snp2626_m0_.36m1_.25,1,94,94,0.20755793687005866,0.056603894389534615,0.044854235652002715,0.05651581188599793,0.0,0.0 +1075,snp1781_m0_.23m1_.21,2,1075,1075,0.2079836013640853,0.05650478797257138,0.044817714342397175,0.05646300195610073,0.0,0.0 +2158,snp4299_m0_.07m1_.09,3,2158,2158,0.2084484650549761,0.05640975973547505,0.04478816433372912,0.05640541797727887,0.0,0.0 +2739,snp49_m0_.35m1_.5,3,2739,2739,0.20845007203918955,-0.05663202580149012,0.04496479798540857,0.05640521907665897,0.0,0.0 +368,snp2631_m0_.27m1_.5,1,368,368,0.20858440483328558,-0.05660731367326772,0.04495846868293481,0.05638859627352638,0.0,0.0 +978,snp3648_m0_.04m1_.01,1,978,978,0.20872104931442018,-0.0563901194433056,0.04479943962496403,0.056371695348663264,0.0,0.0 +3139,snp952_m0_.55m1_.35,4,3139,3139,0.20883997856018133,0.056383533217444826,0.0448059310340821,0.056356992044917974,0.0,0.0 +2830,snp3567_m0_.01m1_.02,3,2830,2830,0.20884677182893643,-0.056587736745249834,0.04496887624153258,0.05635615237111913,0.0,0.0 +4438,snp4596_m0_.15m1_.04,5,4438,4438,0.20909269117749135,0.056353747258843484,0.04480716436656797,0.05632576908201038,0.0,0.0 +1649,snp2788_m0_.41m1_.51,2,1649,1649,0.20909478638982792,0.05633370334280095,0.044791433762284824,0.05632551032984065,0.0,0.0 +1689,snp2173_m0_.17m1_.38,2,1689,1689,0.20923593302919932,-0.05630635516520675,0.044783588898163,0.056308083471840256,0.0,0.0 +3532,snp341_m0_.11m1_.22,4,3532,3532,0.20925138834050297,-0.05630413682045628,0.044783346591786385,0.0563061757769924,0.0,0.0 +1113,snp2157_m0_.2m1_.11,2,1113,1113,0.20974912173340352,-0.056383468641059996,0.04489554421205792,0.056244793393640975,0.0,0.0 +4711,snp1104_m0_.12m1_,5,4711,4711,0.20979860567241196,0.056236610985508494,0.04478347808745247,0.05623869659431878,0.0,0.0 +302,snp2384_m0_.3m1_.33,1,302,302,0.20982843904540935,-0.05625704310029175,0.04480268614680438,0.056235021396364805,0.0,0.0 +1865,snp4418_m0_.6m1_.59,2,1865,1865,0.21087256981240596,-0.056117067195840406,0.04479380268577581,0.05610663091698468,0.0,0.0 +3292,snp3331_m0_.33m1_.52,4,3292,3292,0.21097006076793837,-0.056189759880180934,0.044861424157083475,0.05609466646612711,0.0,0.0 +3671,snp2473_m0_.07m1_.2,4,3671,3671,0.21125803731057116,-0.056057769874444816,0.044784330463347254,0.05605934818248981,0.0,0.0 +1884,snp2426_m0_.18m1_.13,2,1884,1884,0.2113733505504043,-0.056084206381744016,0.04481678444837425,0.05604521556151212,0.0,0.0 +2007,snp3177_m0_.22m1_.23,3,2007,2007,0.21156282089694567,-0.05613568370056343,0.044876562440418176,0.05602200641702348,0.0,0.0 +2575,snp449_m0_.06m1_.2,3,2575,2575,0.21160844752281363,-0.056076176470846076,0.04483347565034823,0.05601641962789935,0.0,0.0 +908,snp1777_m0_.19m1_.19,1,908,908,0.21169966446033883,0.05603852414964546,0.04481233340922414,0.056005253098227153,0.0,0.0 +505,snp1141_m0_.08m1_.21,1,505,505,0.21173342077129031,-0.05600652496674136,0.0447900591521159,0.0560011216213046,0.0,0.0 +2784,snp2205_m0_.29m1_.09,3,2784,2784,0.21182087566836288,0.05605518749259181,0.044837571161146644,0.05599042011478312,0.0,0.0 +2620,snp2693_m0_.06m1_.05,3,2620,2620,0.21206239178724962,0.05595920594979169,0.04478449676399466,0.05596088327701262,0.0,0.0 +4256,snp3474_m0_.14m1_.12,5,4256,4256,0.212131986582448,0.05598145358381526,0.04480913464315778,0.05595237649969818,0.0,0.0 +394,snp1510_m0_.13m1_.28,1,394,394,0.21221087574345376,-0.05594066749914534,0.044784228723404484,0.05594273607520732,0.0,0.0 +598,snp642_m0_.16m1_.39,1,598,598,0.2122538627440934,-0.05593684415284186,0.04478538562056368,0.05593748405811879,0.0,0.0 +273,snp2132_m0_.23m1_.41,1,273,273,0.21226004524473766,-0.056052544726587196,0.044878628232353654,0.055936728762572975,0.0,0.0 +3182,snp3949_m0_.15m1_.17,4,3182,3182,0.21260340886328355,0.055902738271025605,0.0447923609232169,0.05589480602241872,0.0,0.0 +3829,snp4717_m0_.36m1_.29,4,3829,3829,0.2127467248997878,0.05591770954085145,0.04481841965159533,0.05587732237225941,0.0,0.0 +4340,snp4226_m0_.25m1_.26,5,4340,4340,0.21277991755925982,0.05601383173379815,0.0448987251515876,0.05587327428714594,0.0,0.0 +1152,snp1652_m0_.31m1_.45,2,1152,1152,0.21312224725206833,-0.055853872465285344,0.044804069277404136,0.05583155119905079,0.0,0.0 +2639,snp1567_m0_.07m1_.04,3,2639,2639,0.21313247160751747,-0.05589623485932127,0.04483905426850361,0.055830305798350334,0.0,0.0 +4576,snp4119_m0_.15m1_.16,5,4576,4576,0.21316880624651036,0.05588733775405184,0.04483548221912734,0.05582588032348685,0.0,0.0 +4156,snp4848_m0_.39m1_.09,5,4156,4156,0.21323142621761046,0.055867500098342404,0.04482570974038094,0.05581825462987009,0.0,0.0 +4778,snp615_m0_.38m1_.53,5,4778,4778,0.21338153185517458,-0.05579779390005227,0.04478448708974335,0.05579998172356823,0.0,0.0 +3189,snp4080_m0_.35m1_.47,4,3189,3189,0.2134850988195561,-0.05579848922084284,0.044795193563632464,0.055787379531187904,0.0,0.0 +2841,snp4689_m0_.06m1_.04,3,2841,2841,0.2136011648291191,-0.055773338508444424,0.044786371759971154,0.05577326166093842,0.0,0.0 +3417,snp3583_m0_.53m1_.54,4,3417,3417,0.21366952590205648,0.05587913293929584,0.04487803504166166,0.05576494903742973,0.0,0.0 +3863,snp2088_m0_.25m1_.3,4,3863,3863,0.21376499145250227,0.055769325394159484,0.044799197923787115,0.055753343743039134,0.0,0.0 +1470,snp3043_m0_.28m1_.46,2,1470,1470,0.21400713480782066,0.05575157352005131,0.04480865590493778,0.05572392423320863,0.0,0.0 +1095,snp3155_m0_.29m1_.54,2,1095,1095,0.2140335747508383,-0.055720094677744185,0.04478594440628365,0.05572071332922519,0.0,0.0 +4536,snp1732_m0_.31m1_.34,5,4536,4536,0.21463796973242213,0.05571183585466417,0.04483849103239815,0.055647392397752994,0.0,0.0 +924,snp2153_m0_.28m1_.46,1,924,924,0.2148259674316963,0.05563190710024526,0.044792552420494236,0.05562461610865855,0.0,0.0 +679,snp1517_m0_.61m1_.31,1,679,679,0.21495716231292236,0.05560716636009965,0.04478546230154405,0.055608730076458064,0.0,0.0 +4231,snp977_m0_.02m1_.23,5,4231,4231,0.21535601875347898,-0.055820276366174225,0.04499626483328979,0.055560476374867246,0.0,0.0 +4149,snp3722_m0_.46m1_.29,5,4149,4149,0.2153698617384835,-0.05557855843564796,0.04480277171299191,0.05555880280199171,0.0,0.0 +3735,snp2717_m0_.56m1_.38,4,3735,3735,0.2155369169379348,0.05557258878919468,0.04481429562756686,0.05553861244895258,0.0,0.0 +968,snp4150_m0_.39m1_.66,1,968,968,0.21573832109460905,0.05552327304527115,0.04479420819720537,0.05551428560488154,0.0,0.0 +4129,snp2852_m0_.16m1_.22,5,4129,4129,0.2158454510062219,-0.05569752794256479,0.044945294140892336,0.05550135243277309,0.0,0.0 +1895,snp4796_m0_.09m1_.02,2,1895,1895,0.21612433452879742,0.05552808566413308,0.044835826738654494,0.05546770604483286,0.0,0.0 +3898,snp4470_m0_.41m1_.39,4,3898,3898,0.21622949132862193,0.05546062532669791,0.04479162628163489,0.055455027311014364,0.0,0.0 +90,snp128_m0_.31m1_.15,1,90,90,0.21623974981830588,-0.055485436259919856,0.04481266670715156,0.0554537906839597,0.0,0.0 +4037,snp3965_m0_.25m1_.25,5,4037,4037,0.21649800588529058,0.05552773055591634,0.044872083287407716,0.055422672630408364,0.0,0.0 +2004,snp3059_m0_.14m1_.21,3,2004,2004,0.21698809880518757,-0.05538639471716774,0.044805697421666124,0.0553636930081947,0.0,0.0 +2083,snp2801_m0_.23m1_.55,3,2083,2083,0.2178654939736952,-0.05543498774845755,0.04493076781033675,0.055258342158441706,0.0,0.0 +2235,snp1187_m0_.04m1_.14,3,2235,2235,0.21829903798225708,-0.055209108805811244,0.044789922592315824,0.055206397765943035,0.0,0.0 +864,snp1776_m0_.15m1_.07,1,864,864,0.21834369205159437,0.0552053819670453,0.04479124974623347,0.055201051808912986,0.0,0.0 +2856,snp2207_m0_.43m1_.38,3,2856,2856,0.2183626903535724,0.055217662094214116,0.04480306479031703,0.055198777581684295,0.0,0.0 +26,snp1127_m0_.59m1_.4,1,26,26,0.21855178326174177,0.055185660924343904,0.044795518766508766,0.05517614958430908,0.0,0.0 +2993,snp2456_m0_.31m1_.15,3,2993,2993,0.2185870790042,-0.05524663712647379,0.04484845694462782,0.0551719274362288,0.0,0.0 +1599,snp1287_m0_.46m1_.18,2,1599,1599,0.21863632347162176,0.055165952054315154,0.04478775385295215,0.05516603752927995,0.0,0.0 +2911,snp460_m0_.12m1_.09,3,2911,2911,0.2187126157056767,-0.0551786729343231,0.04480551392504907,0.05515691443782957,0.0,0.0 +3689,snp3342_m0_.3m1_.2,4,3689,3689,0.218716914565666,0.05517770687051885,0.04480514827581757,0.055156400444260484,0.0,0.0 +137,snp3877_m0_.19m1_.2,1,137,137,0.21884035017339315,-0.055139676346955616,0.044786284729498464,0.05514164494036715,0.0,0.0 +1579,snp289_m0_.29m1_.26,2,1579,1579,0.21893037121565523,0.05513904222358818,0.044794535106839534,0.055130887574427315,0.0,0.0 +4289,snp3856_m0_.14m1_.19,5,4289,4289,0.21929811210548933,0.055133054578215705,0.044825482852707495,0.055086976009097274,0.0,0.0 +2178,snp437_m0_.16m1_.16,3,2178,2178,0.21930160955032535,-0.05508571248315011,0.04478733211584449,0.05508655863590571,0.0,0.0 +1381,snp3285_m0_.12m1_.43,2,1381,1381,0.21932631470397743,0.05510092205936038,0.04480210322520846,0.05508361054246046,0.0,0.0 +168,snp3376_m0_.35m1_.62,1,168,168,0.21983690301915187,-0.05507066776890996,0.04482719523664432,0.055022734613598426,0.0,0.0 +4175,snp854_m0_.25m1_.42,5,4175,4175,0.21988882581499308,-0.055042665563818156,0.04480945379048225,0.0550165496820878,0.0,0.0 +4429,snp79_m0_.05m1_.09,5,4429,4429,0.22035330169878045,-0.05500352181017516,0.04482276211559006,0.05496126873506144,0.0,0.0 +1083,snp4646_m0_.35m1_.26,2,1083,1083,0.22055703450070047,-0.05494185141084196,0.04479230631246008,0.054937047175152104,0.0,0.0 +3774,snp481_m0_.02m1_.01,4,3774,3774,0.22064710986485783,-0.05496385662399935,0.044819005347197245,0.0549263433179756,0.0,0.0 +1142,snp2158_m0_.38m1_.26,2,1142,1142,0.22084198285805437,0.054957280685467534,0.04483259318614387,0.05490319680946447,0.0,0.0 +1331,snp2654_m0_.11m1_.25,2,1331,1331,0.22087348961104053,-0.054986617636147955,0.04485959126184371,0.05489945589036539,0.0,0.0 +297,snp387_m0_.26m1_.57,1,297,297,0.2211113882744614,-0.05488817209784105,0.04480238778229377,0.054871221563968224,0.0,0.0 +700,snp4143_m0_.24m1_.08,1,700,700,0.22122673038630253,0.05500690159473202,0.04491053206140191,0.054857540327492404,0.0,0.0 +84,snp628_m0_.14m1_.17,1,84,84,0.22147144808027985,-0.05490725718802257,0.04485296813967201,0.0548285301526256,0.0,0.0 +4740,snp870_m0_.13m1_.24,5,4740,4740,0.22167350526296578,-0.05485690430629431,0.04483146598368605,0.05480459444396973,0.0,0.0 +4074,snp2964_m0_.62m1_.56,5,4074,4074,0.22168453195751836,-0.054807473497922775,0.04479213939375636,0.05480328866945839,0.0,0.0 +3284,snp3579_m0_.14m1_.36,4,3284,3284,0.22217562946527764,-0.054761713624245145,0.044802388837241504,0.05474518017757087,0.0,0.0 +4200,snp2969_m0_.82m1_.45,5,4200,4200,0.22226547987906167,-0.0547334969640006,0.04478801960619803,0.0547345586684205,0.0,0.0 +2286,snp4550_m0_.19m1_.36,3,2286,2286,0.2223417190813796,0.054757455906627894,0.04481502438020616,0.05472554858849593,0.0,0.0 +4373,snp3236_m0_.43m1_.35,5,4373,4373,0.2224103470626565,0.05471592267738596,0.044787688554130914,0.054717439901753734,0.0,0.0 +250,snp1004_m0_.61m1_.36,1,250,250,0.22253648126251818,0.05471577487885044,0.04479980241837419,0.0547025412682916,0.0,0.0 +2804,snp943_m0_.16m1_.42,3,2804,2804,0.22257032090098589,-0.05469640646968672,0.04478722561304375,0.05469854524641216,0.0,0.0 +3393,snp2221_m0_.58m1_.62,4,3393,3393,0.22263916487795532,-0.05472992043262982,0.0448213484199746,0.05469041700493772,0.0,0.0 +2046,snp2430_m0_.12m1_.2,3,2046,2046,0.22268161379475698,-0.05468593906104212,0.04478944574195167,0.05468540605819357,0.0,0.0 +2895,snp4690_m0_.08m1_.04,3,2895,2895,0.22281689408058877,0.054667826938383304,0.0447877258628215,0.054669441238200576,0.0,0.0 +3956,snp2109_m0_.21m1_.24,4,3956,3956,0.22291543607553263,0.05465712230164032,0.04478850821131817,0.05465781636432022,0.0,0.0 +417,snp3885_m0_.58m1_.53,1,417,417,0.22322397241153005,-0.05481017280115042,0.04494392371436245,0.05462144241945992,0.0,0.0 +2345,snp44_m0_.16m1_,3,2345,2345,0.22364383929049347,0.05457559393531382,0.044792236309208304,0.054572001061887795,0.0,0.0 +2948,snp1432_m0_.24m1_.21,3,2948,2948,0.2236935919513003,0.05456399880762973,0.044787538699777245,0.05456614683292248,0.0,0.0 +4446,snp3609_m0_.48m1_.11,5,4446,4446,0.22392739351228827,0.05453738968072025,0.04478833535806408,0.05453864861104112,0.0,0.0 +2837,snp3443_m0_.37m1_.19,3,2837,2837,0.2243466250477246,0.05453209503692817,0.04482459071228894,0.05448939252574573,0.0,0.0 +1235,snp3404_m0_.27m1_.34,2,1235,1235,0.22458129602501656,-0.05446296031656107,0.04479047093989768,0.05446184934172141,0.0,0.0 +3270,snp1966_m0_.06m1_.03,4,3270,3270,0.2247869525981705,0.05450703730902765,0.04484664140735455,0.054437728413748034,0.0,0.0 +3995,snp2740_m0_.04m1_.05,4,3995,3995,0.2248493290511457,-0.05443181823452575,0.044790788395481625,0.054430415547984154,0.0,0.0 +4644,snp4863_m0_.05m1_.06,5,4644,4644,0.2251180478629839,-0.05440637175441629,0.044795839897885825,0.054398928109024414,0.0,0.0 +3573,snp843_m0_.57m1_.41,4,3573,3573,0.22516298796962514,-0.05439378896853097,0.04478982621996947,0.054393664812754636,0.0,0.0 +3414,snp2834_m0_.34m1_.29,4,3414,3414,0.22536368756874875,0.05436802458066133,0.044788015323881,0.054370168398624526,0.0,0.0 +2431,snp4936_m0_.26m1_.16,3,2431,2431,0.22542494846792951,0.05438897411075746,0.044811199521528705,0.054362999396740795,0.0,0.0 +4925,snp3498_m0_.01m1_.03,5,4925,4925,0.22577796509591144,-0.054341461208172126,0.04480618107397134,0.05432171494160062,0.0,0.0 +2404,snp3072_m0_.31m1_.33,3,2404,2404,0.2258564752075336,0.054403629818073285,0.04486504142365282,0.05431253961674298,0.0,0.0 +303,snp2133_m0_.24m1_.12,1,303,303,0.22598730361759664,0.05429999737912649,0.04479222155490077,0.05429725499471034,0.0,0.0 +116,snp2502_m0_.18m1_.03,1,116,116,0.2260206257035665,0.05429232570027079,0.04478911311649112,0.05429336299710731,0.0,0.0 +2967,snp2584_m0_.19m1_.18,3,2967,2967,0.2260263803009143,0.054304573959836476,0.044799773678126695,0.054292690905286434,0.0,0.0 +4738,snp3368_m0_.28m1_.21,5,4738,4738,0.2260497137561811,-0.0544450415557332,0.04491791673426176,0.05428996586554305,0.0,0.0 +2301,snp1557_m0_.37m1_.48,3,2301,2301,0.2261160842168475,-0.05440664868133772,0.04489266961936217,0.054282215765468926,0.0,0.0 +3394,snp337_m0_.34m1_.09,4,3394,3394,0.2262238827993037,0.05427781114720399,0.04479677754196103,0.05426963153869983,0.0,0.0 +1538,snp1919_m0_.12m1_.17,2,1538,1538,0.2263214382959444,-0.0543778436456029,0.044888781422596225,0.054258246749407595,0.0,0.0 +2625,snp4067_m0_.42m1_.36,3,2625,2625,0.22661073750954713,-0.054258603896922934,0.0448183021005393,0.05422450585625916,0.0,0.0 +1270,snp785_m0_.48m1_.65,2,1270,1270,0.2267077074768975,0.05423266991948654,0.044806247391764045,0.054213203129267404,0.0,0.0 +3998,snp1496_m0_.03m1_.11,4,3998,3998,0.22692079040765678,0.05430692897066528,0.04488821437645727,0.05418837845740836,0.0,0.0 +3361,snp836_m0_.04m1_.06,4,3361,3361,0.22767585670957316,-0.05410550824425726,0.04479454775191593,0.054100544594246944,0.0,0.0 +1132,snp279_m0_.18m1_.34,2,1132,1132,0.22781543948132024,-0.05418399201315497,0.044873013646613426,0.054084330163380885,0.0,0.0 +3236,snp2831_m0_.15m1_.31,4,3236,3236,0.22794112737872968,-0.054097064075489455,0.04481315141523268,0.054069735848169986,0.0,0.0 +4039,snp2846_m0_.2m1_.23,5,4039,4039,0.22797069701142217,-0.05406481730025228,0.044789290519441416,0.05406630318564303,0.0,0.0 +560,snp3637_m0_.34m1_.27,1,560,560,0.22836537107885588,0.05403418475798243,0.04480196535586391,0.05402051673856021,0.0,0.0 +4632,snp4235_m0_.22m1_.49,5,4632,4632,0.22842504347700787,-0.05403384348737721,0.044807437127867,0.054013598988407484,0.0,0.0 +35,snp1128_m0_.14m1_.13,1,35,35,0.22863437852150736,-0.05401340941267137,0.044810675800466646,0.05398934116650844,0.0,0.0 +3202,snp4322_m0_.09m1_.06,4,3202,3202,0.22869690530937198,-0.05398433869995082,0.04479258452124467,0.053982098597652566,0.0,0.0 +4399,snp2620_m0_.44m1_.17,5,4399,4399,0.2287171775647104,0.053977640641331794,0.044788980637676945,0.053979750734549754,0.0,0.0 +4499,snp2623_m0_.25m1_.23,5,4499,4499,0.2289945116719208,0.05394587505260348,0.04478933927290592,0.05394764567172947,0.0,0.0 +3294,snp2219_m0_.18m1_.26,4,3294,3294,0.22905784288215503,0.05396669450561272,0.04481272946582057,0.05394031812360626,0.0,0.0 +4408,snp4228_m0_.02m1_.07,5,4408,4408,0.22923518206633547,0.05395621753620014,0.04482112260196226,0.05391980727020375,0.0,0.0 +503,snp2762_m0_.5m1_.48,1,503,503,0.22935154668808377,-0.053917114769934035,0.04479984987768423,0.053906354783706624,0.0,0.0 +3529,snp1337_m0_.05m1_.07,4,3529,3529,0.22964236806495297,0.05388533612704459,0.04480145081824556,0.05387275515152365,0.0,0.0 +2573,snp1948_m0_.1m1_.32,3,2573,2573,0.2296945126902259,-0.05397474097527614,0.0448808148192174,0.05386673388815977,0.0,0.0 +2759,snp4946_m0_.31m1_.34,3,2759,2759,0.22987103549939292,0.053844287838966096,0.04478933291723057,0.05384635757418861,0.0,0.0 +99,snp2752_m0_.19m1_.3,1,99,99,0.22987605282323095,-0.0538969403057084,0.0448336143425334,0.053845778578567614,0.0,0.0 +3233,snp708_m0_.15m1_.09,4,3233,3233,0.22996368358371036,-0.05385226965162465,0.04480489337544805,0.05383566749552757,0.0,0.0 +1529,snp1170_m0_.29m1_.17,2,1529,1529,0.23017975956469597,-0.05381886278965957,0.0447978955455781,0.05381074771000681,0.0,0.0 +1055,snp1158_m0_.36m1_.06,2,1055,1055,0.23020714615899227,0.053846525342781254,0.044823558982454825,0.05380759043107577,0.0,0.0 +664,snp4769_m0_.37m1_.39,1,664,664,0.23033957261531265,0.05386376978485321,0.04485067310680246,0.05379232732792468,0.0,0.0 +252,snp4130_m0_.41m1_.14,1,252,252,0.23041003558321552,0.054018667858652565,0.04498646134591404,0.05378420849840301,0.0,0.0 +2424,snp4305_m0_.05m1_.03,3,2424,2424,0.23068148263051408,0.05375108688648464,0.04478972910835841,0.053752948473610784,0.0,0.0 +3487,snp4707_m0_.7m1_.29,4,3487,3487,0.23069892593122485,0.05375530075780143,0.04479491856528651,0.05375094058290448,0.0,0.0 +2716,snp1825_m0_.3m1_.27,3,2716,2716,0.23085663723654792,0.05379536022460101,0.0448434860007359,0.053732791384897075,0.0,0.0 +471,snp1636_m0_.35m1_.41,1,471,471,0.23122452506772084,-0.05368858670443033,0.044789843664381164,0.05369048948088759,0.0,0.0 +4870,snp4244_m0_.19m1_.04,5,4870,4870,0.23147451650315018,0.053700561108736784,0.04482387826303273,0.053661771192482735,0.0,0.0 +294,snp3506_m0_.18m1_.07,1,294,294,0.2314867886306158,0.05378997627105717,0.044899695655502926,0.05366036197188154,0.0,0.0 +2310,snp441_m0_.53m1_.42,3,2310,2310,0.23149261301372817,-0.05369804939606187,0.04482352251356658,0.05365969317068558,0.0,0.0 +3746,snp4216_m0_.68m1_.32,4,3746,3746,0.23159477074640067,0.05364909372310899,0.04479247634035375,0.05364796455805839,0.0,0.0 +1708,snp2665_m0_.45m1_.35,2,1708,1708,0.23167258894981632,-0.05363703390037319,0.044789885916761134,0.053639032796643255,0.0,0.0 +3518,snp3713_m0_.37m1_.37,4,3518,3518,0.2319502415843731,-0.053626177727378925,0.04480750386066917,0.05360718188103346,0.0,0.0 +760,snp2640_m0_.41m1_.26,1,760,760,0.23203554568130677,-0.053599129229248865,0.044793099130669305,0.05359740164320241,0.0,0.0 +687,snp887_m0_.01m1_.01,1,687,687,0.23251526458784466,0.05369097848861092,0.04491604273003118,0.05354244851476441,0.0,0.0 +1758,snp2912_m0_.4m1_.18,2,1758,1758,0.2325557048755571,0.05353778342872662,0.04479176845685631,0.05353781963539465,0.0,0.0 +188,snp4502_m0_.41m1_.35,1,188,188,0.23286257561698462,0.05352307802579012,0.044808932431776805,0.053502713112598375,0.0,0.0 +2385,snp1681_m0_.65m1_.63,3,2385,2385,0.23296295290916055,-0.05350814120843568,0.04480606588698598,0.05349123688581454,0.0,0.0 +156,snp1882_m0_.49m1_.5,1,156,156,0.23309485975993313,-0.05348228929545327,0.044797079901150165,0.05347616117155048,0.0,0.0 +4489,snp4347_m0_.16m1_.15,5,4489,4489,0.23356364510047115,0.0534273178697054,0.04479600418467116,0.05342263216835416,0.0,0.0 +340,snp4759_m0_.32m1_.46,1,340,340,0.2337935996921494,-0.05348499470205152,0.044866455164749325,0.05339640219441704,0.0,0.0 +245,snp8_m0_.25m1_.39,1,245,245,0.2338753731831168,-0.05350557910021948,0.04489158321602122,0.053387079023241836,0.0,0.0 +1037,snp21_m0_.35m1_.67,2,1037,1037,0.2341125691445311,0.0534036175748728,0.04482879864462212,0.05336004882591504,0.0,0.0 +2453,snp1683_m0_.7m1_.62,3,2453,2453,0.23416034489205378,0.05341819728951963,0.04484562409426918,0.053354606774730494,0.0,0.0 +3840,snp4728_m0_.31m1_.16,4,3840,3840,0.23416386570487327,0.053585520457031965,0.044986434262215526,0.05335420575618212,0.0,0.0 +3465,snp473_m0_.27m1_.6,4,3465,3465,0.2341795952523453,-0.053525073140247244,0.04493720038645071,0.05335241422181533,0.0,0.0 +2184,snp1186_m0_.01m1_.18,3,2184,2184,0.23460993918876666,0.05338385093402113,0.044859938921349006,0.05330343265674946,0.0,0.0 +1960,snp3547_m0_.18m1_.25,2,1960,1960,0.23462497476878472,-0.05331026235209309,0.04479954183437212,0.05330172246095102,0.0,0.0 +1914,snp2427_m0_.29m1_.62,2,1914,1914,0.2346519557783568,-0.05336658224938546,0.04484945998981985,0.05329865374714569,0.0,0.0 +788,snp3145_m0_.73m1_.62,1,788,788,0.23479156368546503,-0.053281077593073434,0.04479098011857773,0.05328277927184803,0.0,0.0 +513,snp3762_m0_.16m1_.03,1,513,513,0.2349096936935817,0.05326985909936039,0.04479286901029442,0.05326935220040106,0.0,0.0 +2472,snp2196_m0_.06m1_.11,3,2472,2472,0.23550440520521043,0.05323989392478234,0.04482465379544654,0.053201827497743076,0.0,0.0 +2831,snp4947_m0_.26m1_.14,3,2831,2831,0.23615629759078252,0.05315942460281278,0.044819318596215615,0.05312794844047489,0.0,0.0 +1968,snp551_m0_.01m1_.02,2,1968,1968,0.23626797782692546,0.053395828046366486,0.045029378530912934,0.053115306138859515,0.0,0.0 +2444,snp1423_m0_.31m1_.04,3,2444,2444,0.23628006645300403,0.05329018886936308,0.04494145259033914,0.053113937948429786,0.0,0.0 +2734,snp4945_m0_.41m1_.35,3,2734,2734,0.23629709895829795,0.05312272304551747,0.04480185347598856,0.05311201029361551,0.0,0.0 +409,snp4761_m0_.16m1_.27,1,409,409,0.23640093923081323,0.05312880035557109,0.04481692178773293,0.05310026028319396,0.0,0.0 +1561,snp4282_m0_.17m1_.02,2,1561,1561,0.23649240160788645,0.05316361070247585,0.04485505067474451,0.05308991390280244,0.0,0.0 +1624,snp1539_m0_.55m1_.29,2,1624,1624,0.2365515982975515,0.0531043153617456,0.044810689019230805,0.053083218975656085,0.0,0.0 +2518,snp3813_m0_.58m1_.4,3,2518,2518,0.23670287921626465,-0.05309853390595973,0.04482029282946435,0.053066115025672864,0.0,0.0 +624,snp643_m0_.24m1_.46,1,624,624,0.23696284204950904,-0.0530366000201706,0.0447928787635859,0.053036741391316304,0.0,0.0 +685,snp2892_m0_.25m1_.11,1,685,685,0.23698675934188895,0.05306791042425328,0.04482161178122031,0.053034040077460244,0.0,0.0 +320,snp4506_m0_.29m1_.21,1,320,320,0.23717503487345676,0.053017189379836266,0.044796779068933305,0.053012782196938835,0.0,0.0 +3148,snp3575_m0_.11m1_.26,4,3148,3148,0.2371783053877148,0.053021343802909515,0.04480060219691474,0.053012413033628775,0.0,0.0 +3960,snp2735_m0_.35m1_.38,4,3960,3960,0.23744200190606887,-0.052982352537400995,0.044792867203572194,0.05298265975872452,0.0,0.0 +3426,snp2949_m0_.43m1_.37,4,3426,3426,0.23782505586407635,0.05304154067262601,0.04487958484665446,0.05293948063369468,0.0,0.0 +2729,snp4560_m0_.06m1_.26,3,2729,2729,0.2378312520800276,-0.05295587100683406,0.044807690396503945,0.05293878257810959,0.0,0.0 +2412,snp3930_m0_.23m1_.19,3,2412,2412,0.23818866311154355,0.05300987163378978,0.04488760112009139,0.05289853888507812,0.0,0.0 +3205,snp3211_m0_.12m1_.29,4,3205,3205,0.23843666348123987,-0.05299641214703573,0.04489995108938126,0.05287063956381035,0.0,0.0 +4015,snp488_m0_.03m1_.01,5,4015,4015,0.23848573791035443,0.052873805291619606,0.04480076447607949,0.05286512125366815,0.0,0.0 +3651,snp3845_m0_.2m1_.57,4,3651,3651,0.2386076154166943,0.05284936114758739,0.04479169406555054,0.0528514198553214,0.0,0.0 +1466,snp4788_m0_.06m1_.06,2,1466,1466,0.23862724900558224,-0.05302919879784689,0.044945994717728,0.052849213119239964,0.0,0.0 +4546,snp3976_m0_.4m1_.47,5,4546,4546,0.23862913490197804,-0.052982744589350046,0.04490680210261282,0.052849001158827166,0.0,0.0 +1728,snp3541_m0_.1m1_.07,2,1728,1728,0.23868987918559892,-0.052900148921951336,0.044842604744405413,0.052842174593578255,0.0,0.0 +2764,snp3441_m0_.23m1_.08,3,2764,2764,0.23913631792511164,-0.052796096319740735,0.04479702122264442,0.05279204036630914,0.0,0.0 +311,snp1257_m0_.48m1_.32,1,311,311,0.23919919882071453,0.05280460336254665,0.0448102453878246,0.052784984250849085,0.0,0.0 +3805,snp2233_m0_.17m1_.15,4,3805,3805,0.23947493458264502,0.05281824637410958,0.04484817220960293,0.05275405823496951,0.0,0.0 +2183,snp3182_m0_.44m1_.6,3,2183,2183,0.23948574315798143,0.05275177411133553,0.044792762120877426,0.052752846475098,0.0,0.0 +2328,snp4429_m0_.12m1_.09,3,2328,2328,0.2395147500566416,0.05276745663299107,0.0448088483392204,0.05274959467357542,0.0,0.0 +3880,snp1462_m0_.4m1_.34,4,3880,3880,0.23956798467241688,0.05307013450417014,0.04507098779259322,0.05274362755813239,0.0,0.0 +699,snp4639_m0_.12m1_.14,1,699,699,0.2396716142873746,0.052739312046101966,0.04479992118925666,0.05273201429525804,0.0,0.0 +1807,snp4918_m0_.13m1_.25,2,1807,1807,0.23967440343297192,-0.052733098727907886,0.04479490944370216,0.05273170177816872,0.0,0.0 +4106,snp2355_m0_.2m1_.28,5,4106,4106,0.23987059822208134,-0.05273730417033119,0.04481721212885422,0.05270972503280753,0.0,0.0 +1252,snp1785_m0_.29m1_.36,2,1252,1252,0.23990314836222018,0.05270603441804274,0.04479374458830826,0.05270608015316685,0.0,0.0 +443,snp2006_m0_.36m1_.27,1,443,443,0.23991991126193252,0.05281739373129243,0.044889989556967436,0.052704203223040764,0.0,0.0 +13,snp626_m0_.01m1_,1,13,13,0.2400502862350087,0.052787822922617376,0.044877319084591166,0.05268960837350368,0.0,0.0 +3920,snp1474_m0_.3m1_.03,4,3920,3920,0.24035064125868655,0.05269522745646579,0.044827267002613046,0.05265600626040713,0.0,0.0 +3378,snp4704_m0_.37m1_.29,4,3378,3378,0.2403920737845335,0.05265118924912555,0.044793756300781695,0.05265137332692381,0.0,0.0 +2844,snp571_m0_.43m1_.33,3,2844,2844,0.24069262796552449,0.05262176661485752,0.044797384027115306,0.0526177825127065,0.0,0.0 +4468,snp2862_m0_.28m1_.06,5,4468,4468,0.24073741069304996,0.05261726113010091,0.04479781934981697,0.05261277998628947,0.0,0.0 +934,snp1274_m0_.41m1_.36,1,934,934,0.241383552326299,-0.0525604036223645,0.04481099489119119,0.05254067431532373,0.0,0.0 +1766,snp918_m0_.22m1_.41,2,1766,1766,0.24145393215445718,0.05254860188315509,0.04480764273371508,0.052532828519491204,0.0,0.0 +2218,snp3552_m0_.1m1_.13,3,2218,2218,0.24156085740532188,-0.052519701589156705,0.04479318891001184,0.052520911787300985,0.0,0.0 +3179,snp4954_m0_.1m1_.09,4,3179,3179,0.24211763668575007,-0.05246987691000377,0.044803724187227535,0.052458918929873095,0.0,0.0 +1584,snp4914_m0_.02m1_.29,2,1584,1584,0.24288799027904784,-0.05252344375183317,0.04492297643880568,0.05237331095726761,0.0,0.0 +2603,snp816_m0_.27m1_.14,3,2603,2603,0.24290822072779875,0.05238265011405608,0.04480448287298925,0.05237106535152881,0.0,0.0 +3052,snp3699_m0_.45m1_.4,4,3052,3052,0.2434137536568158,-0.05234283483576186,0.04481854542384064,0.052314993056990534,0.0,0.0 +3194,snp1438_m0_.36m1_.16,4,3194,3194,0.2434235338751148,0.05239639371424072,0.04486533738700768,0.05231390906750718,0.0,0.0 +397,snp637_m0_.35m1_.35,1,397,397,0.2435065156148567,-0.05234091643884748,0.044825735338637984,0.052304713022421574,0.0,0.0 +3700,snp1220_m0_.55m1_.42,4,3700,3700,0.24402709221775504,-0.05239213656704605,0.044919238245995134,0.052247072688825266,0.0,0.0 +2912,snp3569_m0_.65m1_.53,3,2912,2912,0.2441011733420177,-0.05223942786966972,0.04479535689618243,0.05223887712974158,0.0,0.0 +338,snp1007_m0_.42m1_.27,1,338,338,0.24437284294278427,0.05227663622737558,0.04485312624752744,0.05220883734578852,0.0,0.0 +1948,snp1180_m0_.39m1_.06,2,1948,1948,0.24448732635392764,0.052208317412109594,0.044805396530965616,0.05219618537819877,0.0,0.0 +1782,snp4289_m0_.44m1_.55,2,1782,1782,0.24476640786244652,-0.052164792552704974,0.04479456935158312,0.05216536045532877,0.0,0.0 +3712,snp3847_m0_.09m1_.12,4,3712,3712,0.24593648835257434,-0.05203554848630163,0.044794634006803585,0.05203639048092336,0.0,0.0 +411,snp2005_m0_.17m1_.05,1,411,411,0.24611421676357895,0.05202484458320395,0.0448022993518183,0.05201683824804434,0.0,0.0 +1627,snp2291_m0_.59m1_.27,2,1627,1627,0.24615727249282188,0.05202827746770847,0.04480934576760522,0.052012103092164544,0.0,0.0 +1576,snp4040_m0_.26m1_.17,2,1576,1576,0.24631026716414087,0.05199695469009074,0.04479689610632988,0.051995281821443536,0.0,0.0 +498,snp139_m0_.23m1_.5,1,498,498,0.24676035598237667,-0.05195764127263752,0.04480574861336349,0.05194583829679545,0.0,0.0 +4590,snp1734_m0_.47m1_.34,5,4590,4590,0.24726674585273412,0.051910333001129794,0.044813006670647214,0.05189028518589223,0.0,0.0 +2635,snp46_m0_.48m1_.42,3,2635,2635,0.24736454241851213,0.05188456218358659,0.0448000391240323,0.05187956564295298,0.0,0.0 +2120,snp1416_m0_.42m1_.15,3,2120,2120,0.24742150514744574,0.05187979534066648,0.044801328385359586,0.05187332328588617,0.0,0.0 +1543,snp288_m0_.23m1_.13,2,1543,1543,0.24747518322008635,0.05192206304624242,0.04484292717734734,0.051867441801455756,0.0,0.0 +2002,snp178_m0_.12m1_.12,3,2002,2002,0.24755073450267692,-0.0518698896736769,0.04480503613532576,0.05185916518682719,0.0,0.0 +1512,snp1918_m0_.19m1_.2,2,1512,1512,0.24781068217415134,-0.05182966586291531,0.04479494358970877,0.05183070147782486,0.0,0.0 +746,snp3517_m0_.26m1_.26,1,746,746,0.24814338374374356,-0.051827124779051895,0.04482431137400716,0.051794301754489236,0.0,0.0 +3704,snp2716_m0_.16m1_.07,4,3704,3704,0.24848372490941795,0.052057990033348184,0.04505643034915493,0.05175710141840019,0.0,0.0 +2290,snp2053_m0_.32m1_.27,3,2290,2290,0.24867040490890213,0.05181265800989264,0.04486181501847774,0.05173671180925642,0.0,0.0 +3767,snp1079_m0_.46m1_.19,4,3767,3767,0.2488131012552551,0.05176065160553496,0.044830320500715254,0.051721133389508844,0.0,0.0 +1557,snp3539_m0_.26m1_.03,2,1557,1557,0.24884433980529114,0.05174621480834599,0.044820779253897935,0.051717723851271484,0.0,0.0 +1411,snp2284_m0_.29m1_.06,2,1411,1411,0.24902663653379536,-0.05169586589327533,0.04479444308676391,0.05169783298457676,0.0,0.0 +587,snp3141_m0_.37m1_.23,1,587,587,0.24956416294452258,-0.051674722707086264,0.04482706331581966,0.05163924110575537,0.0,0.0 +3992,snp4099_m0_.12m1_.13,4,3992,3992,0.2495858301810518,-0.051725262149344295,0.04487296174439417,0.051636881161011415,0.0,0.0 +627,snp2517_m0_.17m1_.02,1,627,627,0.2497176011832032,0.05163501547591495,0.0448071550052019,0.05162253204406128,0.0,0.0 +752,snp1014_m0_.06m1_.27,1,752,752,0.24997454220161752,-0.05159479071395844,0.04479658067756063,0.05159456778184,0.0,0.0 +2458,snp2570_m0_.12m1_.13,3,2458,2458,0.24999621117343265,-0.05159978960325405,0.044802973485052494,0.05159221034751025,0.0,0.0 +4637,snp2984_m0_.16m1_.41,5,4637,4637,0.25002979562306854,-0.051724702399967945,0.04491462163846029,0.05158855687274094,0.0,0.0 +3441,snp4961_m0_.11m1_.22,4,3441,3441,0.25060943133121377,-0.05160336889974509,0.04486419857379706,0.05152555513830546,0.0,0.0 +1023,snp1905_m0_.46m1_.35,2,1023,1023,0.2507697773194077,0.05152871436600772,0.04481447661967029,0.051508144734447564,0.0,0.0 +4942,snp1116_m0_.28m1_.43,5,4942,4942,0.2514111588889382,-0.05143664062362879,0.04479505845428614,0.05143858073896333,0.0,0.0 +4414,snp1241_m0_.43m1_.49,5,4414,4414,0.25145759960198016,-0.05144031855101991,0.044802656073295206,0.05143354859257759,0.0,0.0 +3071,snp2938_m0_.38m1_.38,4,3071,3071,0.2514984693062395,-0.051444168872376024,0.04480987751494004,0.05142912063508505,0.0,0.0 +4774,snp247_m0_.44m1_.15,5,4774,4774,0.2515207375457367,0.05146364223416963,0.04482894795551619,0.05142670823176278,0.0,0.0 +2917,snp1575_m0_.47m1_.52,3,2917,2917,0.25160325266704775,-0.05141579220946833,0.044795072711499025,0.05141777034865894,0.0,0.0 +3309,snp334_m0_.33m1_.5,4,3309,3309,0.2525775714937992,-0.05135334740048248,0.044832798106661076,0.05131238772882846,0.0,0.0 +472,snp138_m0_.31m1_.62,1,472,472,0.25260364454994283,-0.051327966228875276,0.04481310566508355,0.05130957154354665,0.0,0.0 +3413,snp960_m0_.12m1_.31,4,3413,3413,0.2530808730787555,-0.0512592388442867,0.04479819369522449,0.051258061094446646,0.0,0.0 +4766,snp1365_m0_.05m1_.07,5,4766,4766,0.25344158198432726,-0.051218480711819,0.04479664916925287,0.05121917212837714,0.0,0.0 +286,snp756_m0_.37m1_.49,1,286,286,0.2536365525258606,-0.05122469165075804,0.044820509970079664,0.051198167843603745,0.0,0.0 +2148,snp2305_m0_.34m1_.48,3,2148,2148,0.25365497578524815,-0.05134013866793804,0.04492326920373259,0.05119618367527305,0.0,0.0 +3930,snp2100_m0_.32m1_.39,4,3930,3930,0.25453833858434904,-0.05110380485559198,0.04479984065415561,0.05110116342751687,0.0,0.0 +1176,snp4031_m0_.44m1_.41,2,1176,1176,0.2547373854597364,-0.05108599314283073,0.0448030194018497,0.05107978424082225,0.0,0.0 +402,snp1138_m0_.7m1_.27,1,402,402,0.25492038607851675,0.051065887062809595,0.04480266245339122,0.051060138765617345,0.0,0.0 +3096,snp4569_m0_.25m1_.17,4,3096,3096,0.25539168264072065,0.05103312128956688,0.044818401512489066,0.05100958912840182,0.0,0.0 +2432,snp3435_m0_.37m1_.43,3,2432,2432,0.25548448011106456,0.051002821734152624,0.04480054947948521,0.050999643613015094,0.0,0.0 +1853,snp3296_m0_.21m1_.01,2,1853,1853,0.25582951692745237,0.05096771239144452,0.044802260443289055,0.05096268643163441,0.0,0.0 +362,snp1380_m0_.19m1_.41,1,362,362,0.2561979384244134,-0.05092270632047128,0.04479744330387777,0.05092326259595501,0.0,0.0 +806,snp3519_m0_.42m1_.22,1,806,806,0.2562868772334515,0.05096270820058669,0.044841030522483116,0.05091375136696308,0.0,0.0 +1518,snp3538_m0_.16m1_.19,2,1518,1518,0.25633099520608726,0.050946616924544295,0.044831036553159107,0.05090903418309586,0.0,0.0 +2174,snp807_m0_.09m1_.15,3,2174,2174,0.2569536341690575,0.05087440857710024,0.04482621451481617,0.05084252021424192,0.0,0.0 +4828,snp4359_m0_.38m1_.55,5,4828,4828,0.25697717890933397,0.05092397653033048,0.04487211323749411,0.05084000721615892,0.0,0.0 +854,snp1272_m0_.46m1_.49,1,854,854,0.2575178516901596,-0.05079704621247187,0.04481122476376432,0.05078234343166969,0.0,0.0 +3645,snp4582_m0_.55m1_.37,4,3645,3645,0.2578280227649516,0.050748176152363725,0.044797337022730685,0.05074930088773644,0.0,0.0 +1552,snp4790_m0_.38m1_.77,2,1552,1552,0.2579902259226607,0.050781197159907344,0.044841783700560245,0.050732032320185756,0.0,0.0 +2047,snp2048_m0_.08m1_.43,3,2047,2047,0.25806423491312863,-0.05072249628043258,0.044796921675214395,0.050724155625525943,0.0,0.0 +2146,snp4054_m0_.28m1_.23,3,2146,2146,0.2580803668799096,0.05082316921775442,0.044887356736378045,0.050722438925520995,0.0,0.0 +974,snp2526_m0_.61m1_.41,1,974,974,0.2581104394568085,0.050719275437570044,0.04479843062621643,0.050719238919042405,0.0,0.0 +3990,snp2120_m0_.28m1_.22,4,3990,3990,0.2582276400363154,0.050720852012761976,0.04481086783705138,0.05070677012836465,0.0,0.0 +3338,snp2340_m0_.54m1_.54,4,3338,3338,0.2583300978953659,0.050851375920015436,0.04493586494415197,0.0506958729974137,0.0,0.0 +3211,snp707_m0_.05m1_.13,4,3211,3211,0.2584612562006326,-0.05068045585515927,0.044797182326600876,0.050681927725989645,0.0,0.0 +2364,snp813_m0_.38m1_.23,3,2364,2364,0.25859266301754474,0.05066816310364522,0.044798693871686016,0.05066796093536326,0.0,0.0 +2468,snp4553_m0_.03m1_.02,3,2468,2468,0.2586982422578168,0.050780173388645225,0.044907697078217144,0.05065674282409539,0.0,0.0 +3086,snp4448_m0_.39m1_.28,4,3086,3086,0.25909134073583506,-0.050613634472053026,0.04479742455788618,0.0506150027212939,0.0,0.0 +3918,snp2728_m0_.27m1_.42,4,3918,3918,0.2595010297069788,-0.050755089006771094,0.0449613242860289,0.05057154752329555,0.0,0.0 +1240,snp4905_m0_.08m1_.12,2,1240,1240,0.25993694748163115,0.05057801778078423,0.044845526751616814,0.050525362249293784,0.0,0.0 +2740,snp1427_m0_.03m1_.11,3,2740,2740,0.260000709508077,-0.05063226197452502,0.04489963766026561,0.05051861117666889,0.0,0.0 +2935,snp3823_m0_.41m1_.21,3,2935,2935,0.26033354864905056,0.05049477120505913,0.04480903497639448,0.05048338896786871,0.0,0.0 +2430,snp3073_m0_.34m1_.37,3,2430,2430,0.2604449209683559,-0.050480764861814256,0.04480708692514898,0.05047161009497464,0.0,0.0 +4091,snp2850_m0_.01m1_.06,5,4091,4091,0.2605723480110204,-0.050482079418482484,0.04482024831698448,0.050458137516080484,0.0,0.0 +2944,snp2699_m0_.18m1_.2,3,2944,2944,0.2605775348788238,-0.05045594085068645,0.044797529358938847,0.050457589216305825,0.0,0.0 +4725,snp2988_m0_.42m1_.37,5,4725,4725,0.26071371036913915,0.050445360869328354,0.04480094731564793,0.05044319690305558,0.0,0.0 +3842,snp4730_m0_.57m1_.36,4,3842,3842,0.26073108822287766,0.05045535322609763,0.04481145704319896,0.05044136062023426,0.0,0.0 +2105,snp805_m0_.23m1_,3,2105,2105,0.26074513565769836,0.05047376238422768,0.04482912948742798,0.05043987631776464,0.0,0.0 +2584,snp1197_m0_.07m1_.27,3,2584,2584,0.26101867746124646,-0.0504314374822313,0.04481727507800133,0.05041098389254075,0.0,0.0 +1273,snp3282_m0_.11m1_.21,2,1273,1273,0.2612269638980438,-0.05042579611522629,0.044831864195261056,0.05038899796039246,0.0,0.0 +2657,snp1425_m0_.48m1_.13,3,2657,2657,0.2618310309026358,0.050383582735835694,0.044851172385195925,0.05032530317919126,0.0,0.0 +2420,snp4185_m0_.02m1_.04,3,2420,2420,0.2618862586097975,-0.050319116675903414,0.04479897763309715,0.050319484844856,0.0,0.0 +548,snp263_m0_.34m1_.17,1,548,548,0.2619158815410259,0.050400556613650394,0.044874273262542626,0.050316364366178506,0.0,0.0 +4072,snp3228_m0_.05m1_.14,5,4072,4072,0.2622039854818923,-0.05028963374110296,0.04480259316398696,0.050286028178398126,0.0,0.0 +3809,snp2477_m0_.27m1_.08,4,3809,3809,0.26243339218063555,0.05026115672623846,0.0447987828251676,0.05026188898808977,0.0,0.0 +3323,snp2946_m0_.07m1_.11,4,3323,3323,0.26279186554730527,-0.05025281005705325,0.044825042333490675,0.050224197903748435,0.0,0.0 +226,snp4006_m0_.21m1_.35,1,226,226,0.2629022713989942,-0.050211952564899735,0.0447989721220988,0.05021259659405941,0.0,0.0 +3343,snp3333_m0_.25m1_.1,4,3343,3343,0.2629348025746817,0.05020999915386714,0.044800286310434874,0.05020917889815701,0.0,0.0 +1594,snp3290_m0_.6m1_.31,2,1594,1594,0.2630853143194,0.05020312668424918,0.04480829825412939,0.05019337005724445,0.0,0.0 +4061,snp3347_m0_.52m1_.54,5,4061,4061,0.26316983012578316,-0.05022367597196829,0.044834586185381914,0.05018449575802468,0.0,0.0 +2595,snp938_m0_.39m1_.44,3,2595,2595,0.2632096534584991,-0.05018215863197075,0.04480126551502465,0.050180314922053625,0.0,0.0 +2693,snp3816_m0_.03m1_.06,3,2693,2693,0.26344677808528655,-0.05017863081658779,0.044820399380424064,0.05015542949893304,0.0,0.0 +47,snp1129_m0_.1m1_.09,1,47,47,0.26347983878720804,-0.05015553763610309,0.04480287821539624,0.050151961114881134,0.0,0.0 +1339,snp905_m0_.42m1_.1,2,1339,1339,0.26356358764323745,0.050151862394584794,0.044807463549717305,0.05014317639787363,0.0,0.0 +4737,snp4606_m0_.24m1_.25,5,4737,4737,0.2639862253078526,-0.05010087773782227,0.04480159497499037,0.05009887368857408,0.0,0.0 +2618,snp4557_m0_.06m1_.06,3,2618,2618,0.2640012922979723,0.05011959934675665,0.04481975206516299,0.050097295202155515,0.0,0.0 +1768,snp2667_m0_.36m1_.51,2,1768,1768,0.2644368227960223,0.050067692192227474,0.0448142287391514,0.050051693791867566,0.0,0.0 +2066,snp2185_m0_.2m1_.17,3,2066,2066,0.26471567384967404,-0.05011038186144032,0.04487865943181577,0.05002252431184752,0.0,0.0 +4958,snp4618_m0_.17m1_.23,5,4958,4958,0.26492278841512357,-0.05001364883068768,0.04481147053825246,0.050000872557648145,0.0,0.0 +138,snp1503_m0_.19m1_.14,1,138,138,0.2650293949197994,-0.050005625024681616,0.04481429089416397,0.04998973244812549,0.0,0.0 +4040,snp3346_m0_.5m1_.55,5,4040,4040,0.2650659386865076,-0.04998449735128988,0.044798786719244796,0.049985914425585996,0.0,0.0 +2891,snp459_m0_.04m1_.03,3,2891,2891,0.26549968294601933,0.04995642399048771,0.04481433096002637,0.049940625245239234,0.0,0.0 +3512,snp4963_m0_.11m1_.27,4,3512,3512,0.2658267087132371,0.04993711946376102,0.044827710154890135,0.0499065126016951,0.0,0.0 +537,snp2515_m0_.07m1_.13,1,537,537,0.26596717721838187,-0.049889911577835955,0.04479851011420056,0.04989186892469083,0.0,0.0 +711,snp1013_m0_.35m1_.26,1,711,711,0.26601702549937933,0.049899617115974196,0.044811903179239165,0.04988667357595699,0.0,0.0 +2319,snp2806_m0_.14m1_.33,3,2319,2319,0.2660933968238498,-0.04990805644289952,0.04482665102794513,0.049878715205847725,0.0,0.0 +1283,snp3406_m0_.44m1_.11,2,1283,1283,0.266379660688565,0.049865626619615126,0.04481539775856009,0.049848898659967944,0.0,0.0 +1829,snp2669_m0_.37m1_.28,2,1829,1829,0.266504587385446,-0.049865953248548145,0.0448274155356914,0.0498358934902844,0.0,0.0 +3260,snp4082_m0_.35m1_.36,4,3260,3260,0.26661295197248164,0.04991498780982027,0.04488167735527124,0.049824615862824974,0.0,0.0 +2884,snp204_m0_.16m1_.43,3,2884,2884,0.26666947843056205,0.049846878628473285,0.04482574074627576,0.049818734336977186,0.0,0.0 +522,snp1382_m0_.37m1_.16,1,522,522,0.26680643920601754,0.04980394654638894,0.04479997696882731,0.049804487239634605,0.0,0.0 +2656,snp2694_m0_.45m1_.38,3,2656,2656,0.2668149627062191,-0.04991930998995118,0.044904550709029406,0.04980360076372043,0.0,0.0 +777,snp1388_m0_.49m1_.42,1,777,777,0.2670961639042181,-0.049772533555273855,0.04479888165749431,0.04977436566930206,0.0,0.0 +1809,snp1801_m0_.6m1_.19,2,1809,1809,0.26738154696602073,0.0498147080350478,0.04486363124849143,0.049744717375132336,0.0,0.0 +4450,snp237_m0_.23m1_.4,5,4450,4450,0.26744158693625336,-0.0501132725579816,0.045138192916441645,0.04973848261680244,0.0,0.0 +1427,snp1404_m0_.15m1_.41,2,1427,1427,0.2677574369675427,-0.04970843796120691,0.04480315236442089,0.0497056994436271,0.0,0.0 +3187,snp4205_m0_.34m1_.59,4,3187,3187,0.2680420754186923,-0.04967885000095424,0.044803159258400935,0.04967617852104972,0.0,0.0 +1091,snp4269_m0_.57m1_.26,2,1091,1091,0.268252938686862,0.04979046734148388,0.0449236355105617,0.04965432294419643,0.0,0.0 +4652,snp1615_m0_.01m1_.02,5,4652,4652,0.2682553907633513,0.049664826448633376,0.044810505409251127,0.04965406886035803,0.0,0.0 +3908,snp1471_m0_.38m1_.35,4,3908,3908,0.2682586975525108,-0.049653214997901714,0.044800338797256055,0.04965372621382212,0.0,0.0 +1198,snp3157_m0_.44m1_.32,2,1198,1198,0.26830899257254776,0.049816403230007036,0.044952307176356315,0.04964851504538443,0.0,0.0 +2275,snp1939_m0_.36m1_.46,3,2275,2275,0.2687126270325067,-0.04966359800782257,0.044852274516551015,0.04960671787132467,0.0,0.0 +1317,snp4275_m0_.36m1_.46,2,1317,1317,0.2688556734161624,0.049613223567696534,0.04482018739204551,0.04959191544230499,0.0,0.0 +4959,snp1119_m0_.13m1_.22,5,4959,4959,0.26915144542944147,0.049600871193303975,0.04483675276681599,0.04956132606467722,0.0,0.0 +3332,snp3953_m0_.11m1_.08,4,3332,3332,0.2692590013882689,-0.04963336276719705,0.044876215300721,0.04955020810007493,0.0,0.0 +3614,snp476_m0_.05m1_.18,4,3614,3614,0.26929412818959453,-0.04964192776822368,0.04488725620643973,0.049546577731921886,0.0,0.0 +1475,snp3910_m0_.2m1_.14,2,1475,1475,0.2694081001830545,0.04955193342853538,0.04481656020277177,0.049534800914105316,0.0,0.0 +3650,snp4841_m0_.57m1_.26,4,3650,3650,0.2695192159573124,0.04952188970828915,0.04479979428866781,0.049523322512802524,0.0,0.0 +2981,snp3825_m0_.27m1_.35,3,2981,2981,0.26957342580667165,-0.049574108702971235,0.044852117150403444,0.049517723741118194,0.0,0.0 +1978,snp3300_m0_.29m1_.54,2,1978,1978,0.2698390840970752,-0.04953984943244201,0.04484602059618255,0.04949029778727938,0.0,0.0 +2534,snp4812_m0_.16m1_.29,3,2534,2534,0.26984036047213994,0.04954185869747103,0.044847959148564986,0.04949016606182341,0.0,0.0 +439,snp3633_m0_.58m1_.36,1,439,439,0.26986515697773267,0.049562646166508725,0.04486910282404779,0.0494876070780836,0.0,0.0 +1387,snp3660_m0_.4m1_.29,2,1387,1387,0.2699916174962731,0.04947684087766074,0.044803265266787046,0.04947455893281539,0.0,0.0 +1985,snp37_m0_.22m1_.44,2,1985,1985,0.27005025335110877,-0.04955118503489759,0.044876086755702864,0.049468510327058,0.0,0.0 +4611,snp1359_m0_.55m1_.26,5,4611,4611,0.2703840260190484,0.04949137707872102,0.04485320074629221,0.04943409696199025,0.0,0.0 +290,snp4505_m0_.06m1_.03,1,290,290,0.27180689388696777,0.04930104555856552,0.0448137276767188,0.04928771807204528,0.0,0.0 +3770,snp2607_m0_.46m1_.3,4,3770,3770,0.2718527558468791,0.049283423634766746,0.04480200087439325,0.04928300869396668,0.0,0.0 +3307,snp4702_m0_.34m1_.38,4,3307,3307,0.2723417252083898,-0.049231014458104884,0.04480008061939163,0.0492328320972668,0.0,0.0 +4327,snp2244_m0_.26m1_.25,5,4327,4327,0.27318154548679524,0.04915172399729201,0.04480641756213906,0.04914679545521615,0.0,0.0 +1959,snp4671_m0_.2m1_.2,2,1959,1959,0.27318673965686946,0.04915061653299649,0.044805893790141244,0.04914626389232834,0.0,0.0 +432,snp3136_m0_.05m1_.09,1,432,432,0.27338353503548696,-0.04918052615443848,0.04485157914279753,0.04912612924823198,0.0,0.0 +2126,snp3679_m0_.41m1_.14,3,2126,2126,0.2734656270040062,0.049117225013534896,0.04480152539220914,0.04911773312695551,0.0,0.0 +1048,snp778_m0_.43m1_.37,2,1048,1048,0.27422695586942153,-0.049055890708430805,0.044816724970814945,0.04903994839070395,0.0,0.0 +179,snp3254_m0_.17m1_.02,1,179,179,0.2742603965331065,0.049142557335893115,0.04489903486702168,0.0490365351432131,0.0,0.0 +1522,snp165_m0_.1m1_.09,2,1522,1522,0.2743048378147371,0.0491242965035968,0.044886512659417656,0.04903199951478424,0.0,0.0 +1490,snp1286_m0_.13m1_.07,2,1490,1490,0.2745378060824626,0.04905784738825279,0.04484758813848602,0.049008231213343585,0.0,0.0 +314,snp1006_m0_.16m1_.1,1,314,314,0.27462052832521494,-0.04907991077512292,0.044875501505793974,0.048999794882388634,0.0,0.0 +3129,snp4570_m0_.35m1_.38,4,3129,3129,0.27468359313850566,-0.04899244458585425,0.04480142167768287,0.04899336445362199,0.0,0.0 +4687,snp4237_m0_.11m1_.11,5,4687,4687,0.2747477734455077,0.04902544540544124,0.044837602001757224,0.04898682131499082,0.0,0.0 +2363,snp2807_m0_.09m1_.44,3,2363,2363,0.27493691603621756,-0.04896971954650584,0.04480430977355074,0.04896754440625845,0.0,0.0 +4251,snp1236_m0_.12m1_.22,5,4251,4251,0.27580401625486567,-0.048877964983800024,0.0448013016315412,0.04887928719819458,0.0,0.0 +2330,snp4933_m0_.06m1_.06,3,2330,2330,0.2766092204623324,-0.0488014868215358,0.04480635443583067,0.048797498866478856,0.0,0.0 +3030,snp2457_m0_.38m1_.36,4,3030,3030,0.27667308531325696,-0.048797703788492644,0.04480884574187562,0.04879101874776214,0.0,0.0 +2057,snp4177_m0_.29m1_.44,3,2057,2057,0.2769176361893325,0.04876522616682866,0.04480185347295512,0.04876621451280558,0.0,0.0 +238,snp4880_m0_.49m1_.44,1,238,238,0.2774073258443671,0.0488219673216743,0.04489978076766311,0.04871659111167768,0.0,0.0 +2505,snp312_m0_.22m1_.11,3,2505,2505,0.27751931472621194,0.04871890127934769,0.04481545159078559,0.048705250918448344,0.0,0.0 +1738,snp3670_m0_.09m1_.23,2,1738,1738,0.27751952985624273,-0.048800899008313116,0.04489089963139108,0.048705229136990096,0.0,0.0 +33,snp251_m0_.1m1_.49,1,33,33,0.277566927296604,-0.04870225919590509,0.04480458778564543,0.04870043052635246,0.0,0.0 +1574,snp167_m0_.38m1_.16,2,1574,1574,0.27772267004945167,0.04881271574971862,0.044920779342120146,0.04868466673846965,0.0,0.0 +4262,snp2856_m0_.14m1_.18,5,4262,4262,0.27855869745469486,-0.04861150947998135,0.04481359739284995,0.04860014909005298,0.0,0.0 +1828,snp2794_m0_.3m1_.49,2,1828,1828,0.27874402579400226,-0.04870313614378698,0.04491539999440699,0.04858143675397845,0.0,0.0 +2497,snp2055_m0_.35m1_.33,3,2497,2497,0.2788858046875786,-0.04856820949566189,0.04480419499646103,0.04856712723916272,0.0,0.0 +4208,snp229_m0_.14m1_.07,5,4208,4208,0.27928493042390967,0.048836132491634716,0.04508881585179796,0.048526870595327766,0.0,0.0 +1297,snp3533_m0_.47m1_.44,2,1297,1297,0.2794961760185708,0.04851054786135301,0.04480791971958394,0.048505579712453825,0.0,0.0 +356,snp2260_m0_.02m1_.06,1,356,356,0.2797214698362332,-0.048481428655775864,0.0448020344132122,0.04848288496186584,0.0,0.0 +341,snp2886_m0_.02m1_.05,1,341,341,0.2802756771823867,-0.048498783978342085,0.04486981238227328,0.04842711008879122,0.0,0.0 +3011,snp3206_m0_.09m1_.22,4,3011,3011,0.28038790331742364,-0.048691402589462605,0.045058543014307964,0.048415824860414326,0.0,0.0 +896,snp4775_m0_.12m1_.23,1,896,896,0.2804064896970567,0.04855684988917107,0.0449357677417738,0.04841395614774058,0.0,0.0 +2795,snp2581_m0_.34m1_.3,3,2795,2795,0.28044200310356227,0.04842180336998937,0.044814104836596716,0.04841038579036918,0.0,0.0 +521,snp262_m0_.52m1_.34,1,521,521,0.28045861838573954,0.048418788241725144,0.044812864178101035,0.04840871547012985,0.0,0.0 +4755,snp4607_m0_.06m1_.13,5,4755,4755,0.28085205068647606,-0.04841551312195435,0.044846541774103306,0.04836918361623018,0.0,0.0 +3297,snp1967_m0_.3m1_.24,4,3297,3297,0.28100058025975977,-0.04871863845174236,0.045141273817181575,0.048354269197480405,0.0,0.0 +2689,snp3937_m0_.48m1_.47,3,2689,2689,0.2811772681538278,0.04839557941510088,0.04485842802649941,0.048336534241975544,0.0,0.0 +3257,snp4829_m0_.08m1_.11,4,3257,3257,0.281843849785711,-0.04845223041269597,0.04497327308316063,0.04826969426189258,0.0,0.0 +4421,snp3729_m0_.19m1_.13,5,4421,4421,0.2818641321789195,0.048270506543923154,0.04480648801786984,0.04826766216747723,0.0,0.0 +3346,snp4452_m0_.31m1_.15,4,3346,3346,0.28189469031734943,0.04826271454872991,0.044802103459952794,0.04826460073214495,0.0,0.0 +4104,snp2747_m0_.53m1_.33,5,4104,4104,0.2821879840119714,0.0482335590268625,0.044802367036571616,0.04823522881516283,0.0,0.0 +3036,snp2937_m0_.23m1_.53,4,3036,3036,0.2821888264915675,-0.04826442190061464,0.04483111298830963,0.048235144474722616,0.0,0.0 +4782,snp872_m0_.3m1_.35,5,4782,4782,0.28238763204342515,0.04825126869913842,0.0448374345732461,0.04821524685429371,0.0,0.0 +4097,snp1085_m0_.07m1_.1,5,4097,4097,0.2824658537942386,0.04821460812286323,0.044810658381632645,0.048207420560590596,0.0,0.0 +4972,snp1122_m0_.12m1_.12,5,4972,4972,0.2825381250558927,0.0483039411920984,0.04490043390420807,0.0482001909309737,0.0,0.0 +3166,snp832_m0_.19m1_.02,4,3166,3166,0.282697404224092,0.04818572199385156,0.044805386042861176,0.048184261908193846,0.0,0.0 +4625,snp988_m0_.16m1_.23,5,4625,4625,0.2827943991912291,-0.04817822179891077,0.04480745058986906,0.048174564708979004,0.0,0.0 +1818,snp4046_m0_.4m1_.38,2,1818,1818,0.2829080685523724,0.048267531319071945,0.04490112561039792,0.04816320332498323,0.0,0.0 +3520,snp4088_m0_.19m1_.1,4,3520,3520,0.2830214349196603,0.04819855903730364,0.044847536478483524,0.048151875296965595,0.0,0.0 +2885,snp2453_m0_.34m1_.43,3,2885,2885,0.2832274083300749,0.04815209025929397,0.04482349468026313,0.04813130143830479,0.0,0.0 +237,snp3753_m0_.04m1_.18,1,237,237,0.28329712258213924,-0.048130476401831136,0.044809870775347066,0.04812434025017991,0.0,0.0 +1001,snp20_m0_.02m1_,2,1001,1001,0.2840858736148481,0.04807728233593773,0.044833815518132675,0.048045661424036185,0.0,0.0 +4661,snp2985_m0_.41m1_.26,5,4661,4661,0.28410893876646354,0.04819873993239206,0.044949234541110904,0.04804336286891279,0.0,0.0 +3971,snp4485_m0_.12m1_.38,4,3971,3971,0.28461404733540435,-0.0480083272563565,0.04481869620461223,0.04799305787112715,0.0,0.0 +562,snp641_m0_.25m1_.45,1,562,562,0.28464514532227564,-0.04810857034687951,0.044915182577224454,0.04798996271544171,0.0,0.0 +2633,snp3194_m0_.41m1_.36,3,2633,2633,0.2847369349461233,0.048069709330165966,0.04488746470584244,0.0479808283036681,0.0,0.0 +3214,snp4572_m0_.45m1_.62,4,3214,3214,0.2847536147877093,0.04797741882293833,0.04480283721066435,0.047979168628421255,0.0,0.0 +211,snp3130_m0_.27m1_.28,1,211,211,0.2848551717122596,0.04802698363912182,0.044858590740739224,0.04796906494027469,0.0,0.0 +540,snp763_m0_.27m1_.55,1,540,540,0.28490261081786294,-0.04797437653711695,0.044813872758028096,0.04796434615429381,0.0,0.0 +4649,snp243_m0_.51m1_.34,5,4649,4649,0.28515647006037226,-0.04794057762960662,0.044805935100011934,0.04793910367784606,0.0,0.0 +2376,snp932_m0_.05m1_.04,3,2376,2376,0.2851598346056653,-0.04812290554058129,0.044976655825061586,0.04793876922627344,0.0,0.0 +3135,snp2589_m0_.22m1_.24,4,3135,3135,0.2856052013095472,-0.0479150072363365,0.04482381790611822,0.04789452114881573,0.0,0.0 +1711,snp3050_m0_.54m1_.48,2,1711,1711,0.285711158016404,-0.04792020871993425,0.04483855536951983,0.04788400098591384,0.0,0.0 +645,snp3514_m0_.55m1_.25,1,645,645,0.285742650611751,0.0479076274678113,0.04482971681676229,0.04788087467573993,0.0,0.0 +4956,snp102_m0_.16m1_.31,5,4956,4956,0.28581181109108755,-0.04792372026625109,0.044851220941080794,0.047874009841296535,0.0,0.0 +3432,snp472_m0_.13m1_.14,4,3432,3432,0.286039211327451,0.04785026635565212,0.04480364143857569,0.047851446094720924,0.0,0.0 +255,snp3505_m0_.32m1_.23,1,255,255,0.28609513069064635,0.047849080693835616,0.04480773710919709,0.04784589935752284,0.0,0.0 +2803,snp1428_m0_.27m1_.31,3,2803,2803,0.28645425364806404,-0.04783262545381568,0.044825761421269796,0.04781029472954533,0.0,0.0 +416,snp2262_m0_.25m1_.5,1,416,416,0.28654202084287433,-0.047821860766616785,0.044823845806163075,0.04780159777337052,0.0,0.0 +2254,snp4427_m0_.27m1_.3,3,2254,2254,0.28689760933740666,0.0477769744470736,0.044814865903809495,0.0477663804259244,0.0,0.0 +2193,snp1418_m0_.1m1_.31,3,2193,2193,0.28723116455833325,-0.0477451077126651,0.04481601527757017,0.047733371941292006,0.0,0.0 +3360,snp3709_m0_.01m1_.22,4,3360,3360,0.28746451188182487,-0.04771421500080611,0.04480872993161646,0.04771029531923308,0.0,0.0 +4272,snp2616_m0_.16m1_.05,5,4272,4272,0.28757597157560283,0.0477119103660736,0.04481693928067956,0.04769927708497937,0.0,0.0 +3007,snp948_m0_.17m1_.5,4,3007,3007,0.2876786092453812,-0.04769043154822375,0.044806313826638376,0.047689133483159674,0.0,0.0 +2441,snp2441_m0_.49m1_.54,3,2441,2441,0.2879091806196101,-0.047668363316469925,0.044807030644247584,0.0476663551644296,0.0,0.0 +4872,snp4999_m0_.25m1_.23,5,4872,4872,0.2881131237921394,-0.04767305128555026,0.0448304197037908,0.04764621768715445,0.0,0.0 +4720,snp2497_m0_.21m1_.33,5,4720,4720,0.2881764193947518,-0.047685236294116654,0.044847772463158145,0.04763996978838149,0.0,0.0 +3424,snp4085_m0_.28m1_.23,4,3424,3424,0.2884630189168628,0.04766722181270271,0.044857517446156105,0.04761169113502319,0.0,0.0 +2445,snp3931_m0_.41m1_.23,3,2445,2445,0.28846936400620343,0.04766624080236905,0.04485718524601494,0.04761106528146647,0.0,0.0 +4572,snp3977_m0_.07m1_.18,5,4572,4572,0.28872701807955264,-0.04767921492232601,0.0448934050970898,0.04758565915317474,0.0,0.0 +2346,snp3187_m0_.15m1_.32,3,2346,2346,0.2890537905388495,0.04758316027906783,0.04483336883158246,0.047553459468761126,0.0,0.0 +1633,snp424_m0_.51m1_.15,2,1633,1633,0.2892557724499728,0.04753454369616349,0.04480634591987314,0.04753356869080496,0.0,0.0 +2311,snp2924_m0_.16m1_.3,3,2311,2311,0.2904430464482148,-0.04747768205840572,0.044863170728149646,0.04741683641118484,0.0,0.0 +3054,snp1579_m0_.24m1_.26,4,3054,3054,0.29050157980211727,-0.04744291912258574,0.044835768240486115,0.04741108972587081,0.0,0.0 +2187,snp2434_m0_.57m1_.35,3,2187,2187,0.2908499526899141,0.047375350313665125,0.04480429208536453,0.04737690324302747,0.0,0.0 +611,snp515_m0_.15m1_.08,1,611,611,0.29093390995558704,-0.047368072828503416,0.044805214844642074,0.047368668466516356,0.0,0.0 +203,snp4378_m0_.08m1_.08,1,203,203,0.29100076699848504,-0.047481948521890284,0.04491916060740864,0.04736211206993904,0.0,0.0 +2665,snp3438_m0_.22m1_.37,3,2665,2665,0.29137216990074144,-0.04741896980338515,0.04489416525506923,0.047325708482581864,0.0,0.0 +2283,snp186_m0_.17m1_.28,3,2283,2283,0.2915320029112222,-0.047333285879211665,0.044827907157031444,0.04731005179379285,0.0,0.0 +1066,snp1651_m0_.17m1_.25,2,1066,1066,0.29170603644538834,0.0473142971681797,0.04482610619084967,0.047293010611179104,0.0,0.0 +3230,snp3329_m0_.13m1_.12,4,3230,3230,0.2919875825980059,0.047268016681218286,0.04480842469468537,0.04726545632313799,0.0,0.0 +3965,snp3595_m0_.54m1_.28,4,3965,3965,0.2921039606629486,0.04726326636962738,0.044814739900630514,0.04725407186295623,0.0,0.0 +1040,snp2021_m0_.26m1_.43,2,1040,1040,0.29234766961358954,0.04723734726961085,0.044812813485682765,0.04723024134201199,0.0,0.0 +4656,snp1736_m0_.2m1_.04,5,4656,4656,0.29240616998590047,0.04734638850171595,0.0449217089981404,0.04722452299736254,0.0,0.0 +835,snp403_m0_.41m1_.21,1,835,835,0.29254724626157647,0.047209712332088864,0.0448051420160151,0.04721073610274006,0.0,0.0 +4855,snp747_m0_.46m1_.28,5,4855,4855,0.2930078158977045,-0.047178979980002714,0.0448187702505115,0.047165757191067824,0.0,0.0 +2848,snp2326_m0_.28m1_.28,3,2848,2848,0.2933121454014926,-0.047184524443534374,0.044852338410675666,0.04713606253853632,0.0,0.0 +4092,snp1084_m0_.44m1_.25,5,4092,4092,0.2933688178411541,0.04717957075858753,0.04485290102347747,0.04713053505797265,0.0,0.0 +3576,snp3843_m0_.07m1_.16,4,3576,3576,0.2934214318188706,-0.0471238473542405,0.04480481429443616,0.04712540405417219,0.0,0.0 +2477,snp1945_m0_.22m1_.39,3,2477,2477,0.2936437426920949,-0.04718601761198225,0.04488461376007157,0.047103730714446436,0.0,0.0 +4631,snp1102_m0_.22m1_.15,5,4631,4631,0.29365802813362535,-0.04712442767151374,0.04482735573416005,0.047102338385837245,0.0,0.0 +3725,snp4713_m0_.18m1_.1,4,3725,3725,0.2939546382038237,0.04709238754201175,0.04482443975584474,0.04707343955391056,0.0,0.0 +939,snp3273_m0_.32m1_.23,1,939,939,0.29454966378400976,0.04704810343967013,0.04483757467626658,0.04701552471368573,0.0,0.0 +4288,snp2972_m0_.3m1_.6,5,4288,4288,0.29498898007834135,-0.04698616446613981,0.04481935016465447,0.04697281547230768,0.0,0.0 +4378,snp4227_m0_.23m1_.16,5,4378,4378,0.2950491280254246,0.046980127581361976,0.04481918018728298,0.04696697134565658,0.0,0.0 +991,snp1393_m0_.64m1_.32,1,991,991,0.2952161555425563,0.04703845522574298,0.04489036648260474,0.04695074670137749,0.0,0.0 +4108,snp4847_m0_.12m1_.12,5,4108,4108,0.2954836272195444,0.046937683471224734,0.044819041077650834,0.04692477792033927,0.0,0.0 +1530,snp421_m0_.26m1_.04,2,1530,1530,0.29553601160282084,-0.046952414854207175,0.044837976298656386,0.04691969376735389,0.0,0.0 +1057,snp2773_m0_.4m1_.46,2,1057,1057,0.2955440441040896,0.04696088923984144,0.04484681579536198,0.046918914228186566,0.0,0.0 +2049,snp1933_m0_.14m1_.17,3,2049,2049,0.29565708670964475,0.04690974433821701,0.044808472102752135,0.046907945155419906,0.0,0.0 +2175,snp4547_m0_.15m1_.28,3,2175,2175,0.29613467764862234,0.046859876186917955,0.04480517118013666,0.04686163305911252,0.0,0.0 +3100,snp4696_m0_.36m1_.5,4,3100,3100,0.2962264069423915,-0.04687841935161143,0.044831424165057025,0.04685274375647499,0.0,0.0 +1117,snp2647_m0_.09m1_.11,2,1117,1117,0.2963885820178344,-0.0468391970403265,0.044808973791778554,0.046837032186275517,0.0,0.0 +1888,snp2179_m0_.1m1_.23,2,1888,1888,0.29668036378985385,-0.04680720327013269,0.04480545410936725,0.04680877871402534,0.0,0.0 +1977,snp676_m0_.24m1_.17,2,1977,1977,0.2970054317197562,0.0467909155449424,0.04482004740006652,0.046777323928561494,0.0,0.0 +1374,snp1165_m0_.14m1_.09,2,1374,1374,0.2972420364252836,0.04675447452337749,0.04480710595321796,0.046754443604494184,0.0,0.0 +1982,snp1931_m0_.13m1_.2,2,1982,1982,0.29731249461163295,0.04676873617908643,0.04482731831255227,0.046747632450511584,0.0,0.0 +3195,snp4827_m0_.23m1_.16,4,3195,3195,0.2980024184954625,0.04668467337025838,0.04481076146630359,0.046680994649202334,0.0,0.0 +2527,snp2056_m0_.07m1_.1,3,2527,2527,0.29859028661664494,0.04664730516086318,0.044829462492335284,0.04662429516037188,0.0,0.0 +1670,snp4664_m0_.19m1_.24,2,1670,1670,0.29865692212316625,-0.046669341495409154,0.044856832330510674,0.046617872901217036,0.0,0.0 +2418,snp2194_m0_.1m1_.11,3,2418,2418,0.29877009471457416,-0.04660535367843808,0.044805833825117644,0.046606967632517066,0.0,0.0 +4948,snp100_m0_.41m1_.43,5,4948,4948,0.29919844250306554,-0.046658635261815476,0.04489688150424866,0.046565717074476126,0.0,0.0 +3658,snp3224_m0_.37m1_.27,4,3658,3658,0.2993228544036133,-0.04655664739255808,0.04481029187265554,0.04655374337916254,0.0,0.0 +696,snp3020_m0_.28m1_.37,1,696,696,0.2994244850708405,-0.04660069307419499,0.044862129238381884,0.0465439646600994,0.0,0.0 +4026,snp2845_m0_.11m1_.19,5,4026,4026,0.3000787987187164,-0.046492844394810565,0.04481900819305166,0.04648106057382291,0.0,0.0 +1120,snp4398_m0_.6m1_.42,2,1120,1120,0.3000866152654599,0.04651496750241089,0.04484106080992476,0.046480309661925574,0.0,0.0 +2706,snp1952_m0_.02m1_.03,3,2706,2706,0.30013595218301836,0.04649190951160029,0.04482341289019168,0.04647557031413318,0.0,0.0 +3741,snp1978_m0_.43m1_.46,4,3741,3741,0.3002958717644229,-0.04645842050458901,0.04480596448305345,0.04646021185662794,0.0,0.0 +592,snp4889_m0_.26m1_.44,1,592,592,0.300330201589485,-0.046459697553765764,0.044810382213908755,0.04645691557599429,0.0,0.0 +2661,snp452_m0_.16m1_,3,2661,2661,0.30042786783795516,-0.046498190266850814,0.04485658136809867,0.04644753922884394,0.0,0.0 +4765,snp3248_m0_.44m1_.17,5,4765,4765,0.3005540749392498,0.046437312515848504,0.0448095643533253,0.04643542584594293,0.0,0.0 +4337,snp3235_m0_.57m1_.56,5,4337,4337,0.30088679108020455,-0.046403781079355146,0.04480807415869547,0.04640350787313552,0.0,0.0 +4559,snp365_m0_.51m1_.65,5,4559,4559,0.3012435256367417,0.04637374409671217,0.04481216461330779,0.046369311807728984,0.0,0.0 +4187,snp3602_m0_.15m1_.02,5,4187,4187,0.3013976280000808,0.046355159514030055,0.04480850333422241,0.046354548091678195,0.0,0.0 +871,snp17_m0_.32m1_.36,1,871,871,0.30146319377019604,0.04636704985910374,0.044826082939210414,0.04634826810865782,0.0,0.0 +2614,snp2927_m0_.17m1_.09,3,2614,2614,0.3016394498521741,0.046335826194379294,0.04481225030504738,0.046331390543054386,0.0,0.0 +2475,snp4063_m0_.18m1_.19,3,2475,2475,0.30168321225949435,0.04637783146326279,0.044856939285401895,0.04632720104735694,0.0,0.0 +4779,snp994_m0_.05m1_.13,5,4779,4779,0.3016948777191142,-0.04643498541915003,0.04491330390758022,0.04632608434889152,0.0,0.0 +4570,snp4350_m0_.25m1_.23,5,4570,4570,0.3018319337828222,0.04631173755731028,0.04480680977984048,0.04631296654026185,0.0,0.0 +2798,snp4561_m0_.12m1_.14,3,2798,2798,0.30197484047748335,-0.04645122912431401,0.04495506966321661,0.0462992929691197,0.0,0.0 +577,snp2265_m0_.49m1_.3,1,577,577,0.3022899550408787,0.04626733422846005,0.04480632428976162,0.04626915740088264,0.0,0.0 +3659,snp3590_m0_.14m1_.12,4,3659,3659,0.30232574933478074,-0.046313405020737865,0.04485426457857567,0.04626573557872351,0.0,0.0 +4735,snp3740_m0_.04m1_.08,5,4735,4735,0.3024472237411849,-0.04625482451146047,0.044808798752134504,0.04625412500964113,0.0,0.0 +43,snp4_m0_.1m1_.08,1,43,43,0.3025786564734765,-0.04627818221141263,0.04484362826391252,0.04624156610288963,0.0,0.0 +926,snp4266_m0_.37m1_.62,1,926,926,0.3025923497111489,0.04632443280305023,0.04488971786643829,0.046240257869079315,0.0,0.0 +932,snp3647_m0_.2m1_.41,1,932,932,0.3026132170357274,-0.046236561122706715,0.044806503548122295,0.046238264307994284,0.0,0.0 +724,snp3021_m0_.54m1_.33,1,724,724,0.3031982617378069,-0.0461827239981355,0.044808575498880406,0.046182409085965916,0.0,0.0 +2817,snp3085_m0_.09m1_.04,3,2817,2817,0.3035653410479664,0.046154090879417034,0.0448148394015836,0.046147399855192554,0.0,0.0 +2928,snp2934_m0_.21m1_.36,3,2928,2928,0.30359574151391305,0.04616591371899419,0.04482914050497302,0.04614450174805382,0.0,0.0 +2356,snp188_m0_.11m1_.15,3,2356,2356,0.30361043053709835,-0.04619813502563886,0.044861793047946276,0.04614310149751682,0.0,0.0 +425,snp1764_m0_.34m1_.39,1,425,425,0.30432655934381886,-0.04636675988602687,0.04509234040532026,0.04607488991902471,0.0,0.0 +2182,snp1936_m0_.09m1_.13,3,2182,2182,0.3043451913422225,-0.046072236283578746,0.04480764015127508,0.04607311663241906,0.0,0.0 +2070,snp1301_m0_.09m1_.16,3,2070,2070,0.3043849756904887,0.046069383333113924,0.04480855562700974,0.04606933042717199,0.0,0.0 +3612,snp590_m0_.14m1_.11,4,3612,3612,0.30516130635388117,0.04599882392858036,0.044811881380883184,0.04599551388597555,0.0,0.0 +2359,snp1559_m0_.71m1_.29,3,2359,2359,0.3053487998002943,-0.045992459988872456,0.04482307344690675,0.04597770490976583,0.0,0.0 +558,snp12_m0_.48m1_.55,1,558,558,0.30538078327931484,0.04598267705149941,0.04481650602423554,0.04597466769631482,0.0,0.0 +2900,snp1058_m0_.44m1_.46,3,2900,2900,0.3054187432416787,0.04615256089702894,0.044985615835054026,0.04597106321735564,0.0,0.0 +3033,snp1833_m0_.09m1_.04,4,3033,3033,0.3056291055791644,0.04599826488345642,0.044854746974915656,0.04595109368080731,0.0,0.0 +3494,snp962_m0_.3m1_.36,4,3494,3494,0.3057660454387179,-0.04593633671216207,0.0448070563259387,0.04593809896730217,0.0,0.0 +4895,snp4362_m0_.18m1_.18,5,4895,4895,0.3058131368656489,0.045956153058963375,0.044830754823367285,0.04593363118226862,0.0,0.0 +2460,snp3074_m0_.4m1_.26,3,2460,2460,0.3058148392777824,0.04593330002958709,0.04480861931567248,0.04593346967494797,0.0,0.0 +1685,snp543_m0_.65m1_.48,2,1685,1685,0.30587444109789586,-0.04593879368574325,0.04481950703407179,0.045927815642936486,0.0,0.0 +1836,snp673_m0_.21m1_.19,2,1836,1836,0.3059483475467226,0.04592022576072759,0.044808245090509694,0.04592080563635953,0.0,0.0 +3678,snp1845_m0_.43m1_.5,4,3678,3678,0.306074059094226,-0.045914996048646156,0.044814800607934815,0.045908884500836786,0.0,0.0 +4361,snp1351_m0_.09m1_.24,5,4361,4361,0.306077545720328,0.04592688647581258,0.0448267295991078,0.0459085539127205,0.0,0.0 +140,snp4376_m0_.24m1_.39,1,140,140,0.3060942531268038,-0.045905160814474294,0.04480707371965834,0.04590696981695053,0.0,0.0 +2019,snp4542_m0_.02m1_.22,3,2019,2019,0.3061734740675365,-0.04590194900667982,0.04481128543883393,0.04589945934168385,0.0,0.0 +824,snp2150_m0_.4m1_.25,1,824,824,0.3062210261046774,0.04591387771508441,0.04482734223335822,0.045894951827175505,0.0,0.0 +1887,snp3174_m0_.03m1_.09,2,1887,1887,0.30626909009487135,0.045896764768487384,0.044815092032062034,0.04589039625401862,0.0,0.0 +4619,snp1865_m0_.51m1_.16,5,4619,4619,0.30641954223122153,0.045874570890335455,0.04480737111706211,0.04587613924007451,0.0,0.0 +3377,snp1707_m0_.3m1_.17,4,3377,3377,0.30740849371408313,0.045780734310940784,0.04480732833056403,0.04578253997148665,0.0,0.0 +743,snp769_m0_.25m1_.32,1,743,743,0.3074167951328098,-0.04581304603711603,0.04483972333083231,0.04578175512609793,0.0,0.0 +4252,snp600_m0_.49m1_.39,5,4252,4252,0.30754712000019985,-0.045779289172277825,0.04481876937642573,0.0457694355869324,0.0,0.0 +2617,snp1315_m0_.21m1_.39,3,2617,2617,0.3076890215256179,0.045829521706275134,0.04488112523857063,0.045756025629789435,0.0,0.0 +885,snp3772_m0_.27m1_.26,1,885,885,0.30782311878729834,-0.045754390709353374,0.04481998455119359,0.04574335693991103,0.0,0.0 +62,snp627_m0_.25m1_.27,1,62,62,0.30807262167663146,0.04573951292160006,0.04482854959717429,0.04571979511786597,0.0,0.0 +3682,snp2605_m0_.24m1_.16,4,3682,3682,0.30842309833135845,0.04572611793445077,0.04484793456704797,0.04568671907989512,0.0,0.0 +3771,snp2718_m0_.48m1_.41,4,3771,3771,0.30860645858674296,0.04566775060804405,0.044807685549836856,0.04566942443319029,0.0,0.0 +969,snp4395_m0_.15m1_.08,1,969,969,0.3086656878122416,0.04573743144582265,0.04488155428740708,0.0456638393456213,0.0,0.0 +902,snp3272_m0_.02m1_.38,1,902,902,0.30877083432040875,-0.045655204896647046,0.04481061469414551,0.04565392617547649,0.0,0.0 +4502,snp3240_m0_.6m1_.6,5,4502,4502,0.3088197637581233,0.04566325700701096,0.04482305565092013,0.045649313886601775,0.0,0.0 +3232,snp4451_m0_.36m1_.27,4,3232,3232,0.3089140907998658,0.04582983167208564,0.04499534657711847,0.04564042359310705,0.0,0.0 +4119,snp852_m0_.41m1_.44,5,4119,4119,0.3092145664339164,0.04562820347005417,0.04482524988173376,0.04561211578150002,0.0,0.0 +4441,snp2621_m0_.52m1_.46,5,4441,4441,0.31015246179085193,0.045549438035532845,0.04483478975122456,0.0455238730383955,0.0,0.0 +1916,snp1038_m0_.15m1_.26,2,1916,1916,0.3102794971349596,-0.04551349856900454,0.044811190370012556,0.045511934318990734,0.0,0.0 +782,snp4640_m0_.5m1_.2,1,782,782,0.3105054631440363,0.04551647532283999,0.04483507708509667,0.04549070609255379,0.0,0.0 +4220,snp4975_m0_.18m1_.1,5,4220,4220,0.3105332403889861,-0.04564097939806673,0.04496030103047285,0.045488097279521716,0.0,0.0 +3094,snp1699_m0_.03m1_.05,4,3094,3094,0.31077347757400886,-0.04554451969206546,0.0448875846882176,0.045465540830475416,0.0,0.0 +2402,snp3434_m0_.51m1_.48,3,2402,2402,0.31078929095547586,0.04553521710812854,0.04487988455347875,0.04546405647641111,0.0,0.0 +3246,snp211_m0_.12m1_.49,4,3246,3246,0.3110820197725217,-0.045435398383973605,0.0448086310213937,0.04543658787966176,0.0,0.0 +3489,snp4087_m0_.26m1_.08,4,3489,3489,0.31123311353129024,0.0454255996719317,0.04481297331022828,0.04542241644820193,0.0,0.0 +1340,snp2163_m0_.17m1_.18,2,1340,1340,0.31128202966765756,0.045436463750158466,0.044828227212744695,0.04541782946063319,0.0,0.0 +120,snp3128_m0_.35m1_.04,1,120,120,0.31135441768259675,0.045416205240939804,0.04481495077611825,0.04541104232634356,0.0,0.0 +1069,snp1277_m0_.43m1_.38,2,1069,1069,0.311518453843109,0.04539842916070582,0.04481261500881679,0.04539566605730046,0.0,0.0 +2388,snp1560_m0_.44m1_.37,3,2388,2388,0.3115675693935348,0.0453933850082282,0.04481218907714391,0.0453910631450679,0.0,0.0 +1503,snp3044_m0_.18m1_.21,2,1503,1503,0.31170448887968477,-0.045467310060224836,0.044897883452784296,0.04537823411812344,0.0,0.0 +805,snp648_m0_.18m1_.35,1,805,805,0.31213002013479874,0.045374933048516655,0.04484612488298609,0.04533838648842184,0.0,0.0 +900,snp3521_m0_.24m1_.29,1,900,900,0.31220413024323035,0.045354914055392076,0.04483321220868,0.045331450314511475,0.0,0.0 +1693,snp426_m0_.02m1_.06,2,1693,1693,0.31254086379286417,0.04534268510219526,0.04485235732740043,0.04529994808736436,0.0,0.0 +3925,snp4478_m0_.3m1_.21,4,3925,3925,0.3129881841946637,0.04529363622262702,0.04484531765184296,0.04525813464967213,0.0,0.0 +4852,snp1369_m0_.28m1_.12,5,4852,4852,0.31339268387833363,0.04524154795796066,0.04483124233314991,0.04522035765824598,0.0,0.0 +3884,snp4749_m0_.43m1_.41,4,3884,3884,0.3136092891392335,0.04520470999837835,0.04481481421125952,0.045200141636618785,0.0,0.0 +2588,snp1566_m0_.29m1_.19,3,2588,2588,0.31402456363233794,-0.04517886670147186,0.0448276856464854,0.045161409184410625,0.0,0.0 +426,snp3260_m0_.08m1_.04,1,426,426,0.3140320856802815,-0.04517189315797944,0.04482146372085159,0.045160707916478894,0.0,0.0 +2722,snp3691_m0_.59m1_.24,3,2722,2722,0.3142362630858638,0.04514329108434348,0.04481200606829633,0.04514167700485214,0.0,0.0 +3648,snp4215_m0_.38m1_.15,4,3648,3648,0.31434934739341575,0.04512988920269761,0.04480918311887027,0.04513114016239795,0.0,0.0 +276,snp2507_m0_.31m1_.37,1,276,276,0.3143977431901205,0.045343438873161564,0.045025722501070405,0.045126631552608445,0.0,0.0 +4233,snp4851_m0_.36m1_.32,5,4233,4233,0.3145515502439808,-0.045118709247991,0.044816824025967365,0.04511230572501703,0.0,0.0 +1603,snp31_m0_.22m1_.21,2,1603,1603,0.3146741064949804,0.0451795532811889,0.04488863931793,0.04510089393228237,0.0,0.0 +1343,snp3907_m0_.6m1_.25,2,1343,1343,0.31467595735727577,0.04515389327144015,0.044863316296451246,0.045100721612063896,0.0,0.0 +1913,snp2915_m0_.45m1_.57,2,1913,1913,0.3147312532080562,-0.04518255482951611,0.04489692847693721,0.04509557372709364,0.0,0.0 +3181,snp3328_m0_.01m1_.02,4,3181,3181,0.31477949367755825,0.04511644760421926,0.044835712940612754,0.045091083161957764,0.0,0.0 +448,snp3013_m0_.44m1_.31,1,448,448,0.31479476026624464,0.04509041571193624,0.044811258117257814,0.04508966213352274,0.0,0.0 +985,snp1275_m0_.1m1_.07,1,985,985,0.3151998270908029,-0.045071500881772725,0.04483000711992303,0.045051974614577654,0.0,0.0 +4951,snp3996_m0_.16m1_.18,5,4951,4951,0.3156518062946235,-0.045010127360515094,0.04481083725905011,0.04500995978681189,0.0,0.0 +1867,snp674_m0_.12m1_.16,2,1867,1867,0.3157648114458775,-0.04499776304845624,0.04480900054025848,0.04499946127468027,0.0,0.0 +1420,snp1916_m0_.25m1_.24,2,1420,1420,0.3158445953980201,0.04500818387995738,0.044826774877098234,0.044992050591328804,0.0,0.0 +1859,snp799_m0_.03m1_.17,2,1859,1859,0.3162932912278938,-0.044978874490481435,0.04483918020924835,0.04495039656119872,0.0,0.0 +2476,snp3687_m0_.22m1_.17,3,2476,2476,0.316495338237161,0.044946224010528744,0.0448253609319623,0.04493165244488791,0.0,0.0 +53,snp2751_m0_.61m1_.43,1,53,53,0.3166836265035462,-0.04491473273049435,0.04481140346864502,0.04491419178748183,0.0,0.0 +2481,snp934_m0_.17m1_.05,3,2481,2481,0.3168750106119798,-0.04492572601858873,0.04484011877643513,0.044896450998863385,0.0,0.0 +4060,snp3596_m0_.2m1_.18,5,4060,4060,0.31690037145813416,-0.04489898210988197,0.04481577669980032,0.04489410064297647,0.0,0.0 +3929,snp1477_m0_.19m1_.08,4,3929,3929,0.316998453678542,-0.044974798753295624,0.044900561267209003,0.04488501187813756,0.0,0.0 +3873,snp1460_m0_.55m1_.32,4,3873,3873,0.3170797862859988,-0.04489097710085906,0.04482441826109993,0.04487747660660919,0.0,0.0 +3511,snp1215_m0_.33m1_.31,4,3511,3511,0.3177244747708698,-0.044855484049834235,0.04484874394152646,0.04481779241548594,0.0,0.0 +477,snp261_m0_.33m1_.23,1,477,477,0.31812654498122583,0.04477900814969628,0.044809530342246454,0.04478060948167705,0.0,0.0 +3569,snp1072_m0_.32m1_.13,4,3569,3569,0.3181761866433559,0.04477975695987041,0.04481488106769218,0.04477602081440894,0.0,0.0 +2331,snp3808_m0_.34m1_.31,3,2331,2331,0.3182484987211902,-0.0447681518473599,0.0448099687420652,0.04476933742548461,0.0,0.0 +4025,snp2610_m0_.21m1_.22,5,4025,4025,0.3185804172497193,-0.04488256167107357,0.044955339212901985,0.04473867282371788,0.0,0.0 +2579,snp4066_m0_.16m1_.01,3,2579,2579,0.3191804274406276,0.04469140087398877,0.044819459121007287,0.044683293211279736,0.0,0.0 +1342,snp3659_m0_.16m1_.1,2,1342,1342,0.3203394610914826,-0.04458124200728006,0.04481630020008447,0.044576508976386424,0.0,0.0 +2122,snp3427_m0_.1m1_.2,3,2122,2122,0.3206491324008781,-0.04455409008110612,0.044817704253867156,0.0445480209515703,0.0,0.0 +2023,snp179_m0_.2m1_.24,3,2023,2023,0.3208533499530558,-0.04456620663499524,0.04484883391957089,0.04452924388917191,0.0,0.0 +2484,snp446_m0_.13m1_.12,3,2484,2484,0.3213640850199879,-0.04450070010560936,0.04483024906738507,0.044482317708628524,0.0,0.0 +329,snp2509_m0_.37m1_.2,1,329,329,0.3215780004805553,-0.04447093035863303,0.04482008726017372,0.04446267765137749,0.0,0.0 +750,snp3022_m0_.25m1_.24,1,750,750,0.3218457566801013,0.044507887610591226,0.044882186914626344,0.044438106336177494,0.0,0.0 +4864,snp1110_m0_.04m1_.06,5,4864,4864,0.3221717884500169,0.04442491913848351,0.04482874433705263,0.044408205172407,0.0,0.0 +4210,snp4222_m0_.11m1_.14,5,4210,4210,0.3223163055435255,0.044397298806622784,0.044814268190601914,0.044394957456763216,0.0,0.0 +2513,snp1946_m0_.34m1_.2,3,2513,2513,0.3230066991253522,-0.04433290983446482,0.04481323037757872,0.044331723123795935,0.0,0.0 +1215,snp3905_m0_.42m1_.37,2,1215,1215,0.32339041265889723,-0.04444294978588573,0.044960137224383835,0.04429661612482012,0.0,0.0 +1088,snp2774_m0_.32m1_.23,2,1088,1088,0.3240524149976266,-0.044336317750273066,0.04491373241534966,0.044236111295060256,0.0,0.0 +50,snp378_m0_.48m1_.3,1,50,50,0.32405438795331765,0.04424195492182018,0.044818323582539,0.04423593109346096,0.0,0.0 +3861,snp2723_m0_.05m1_.06,4,3861,3861,0.32407990549067167,-0.04443814446942659,0.045019445550747876,0.04423360049152283,0.0,0.0 +736,snp2395_m0_.39m1_.37,1,736,736,0.32413700388584965,-0.04427942345601807,0.044863947519226025,0.04422838593592207,0.0,0.0 +660,snp4891_m0_.2m1_.18,1,660,660,0.3242076212086056,0.04435095851626062,0.044942992284609386,0.04422193757859992,0.0,0.0 +1700,snp3791_m0_.61m1_.41,2,1700,1700,0.3242281095254447,0.04425357577412035,0.04484621042288136,0.04422006687704891,0.0,0.0 +209,snp3626_m0_.25m1_.06,1,209,209,0.3243289447040355,0.044209179933065466,0.04481056695892622,0.044210861161567784,0.0,0.0 +4056,snp4492_m0_.14m1_.4,5,4056,4056,0.32475878194864183,0.04427750893869726,0.04491975330996222,0.04417164013301256,0.0,0.0 +2998,snp2826_m0_.38m1_.42,3,2998,2998,0.32509652481729445,-0.044172179389361445,0.044844220034941686,0.044140845996498965,0.0,0.0 +3330,snp3708_m0_.37m1_.21,4,3330,3330,0.32518761458585876,-0.04415025752777849,0.044830412467021505,0.04413254432467382,0.0,0.0 +3059,snp4318_m0_.18m1_.03,4,3059,3059,0.32543688783313607,0.04411559803539049,0.044818327274219326,0.04410983395274643,0.0,0.0 +1285,snp4274_m0_.26m1_.04,2,1285,1285,0.32551492110065894,0.04410805703413233,0.044817901314926814,0.04410272694633046,0.0,0.0 +384,snp879_m0_.56m1_.22,1,384,384,0.3255279841570843,0.04411192062522768,0.044823038500983195,0.044101537315231115,0.0,0.0 +361,snp2135_m0_.28m1_.57,1,361,361,0.32553777985162424,-0.0442785721162427,0.04499328841016329,0.04410064525772337,0.0,0.0 +688,snp1897_m0_.35m1_.61,1,688,688,0.32577332974934403,-0.044111762734003884,0.044845636654824605,0.044079199842494025,0.0,0.0 +3624,snp1593_m0_.46m1_.58,4,3624,3624,0.32577876665207417,0.044085368320678546,0.04481930729338962,0.044078704963596844,0.0,0.0 +853,snp3520_m0_.03m1_.05,1,853,853,0.32603333595777373,-0.04433645664015202,0.045098323194925724,0.0440555394941586,0.0,0.0 +3004,snp2936_m0_.31m1_.24,4,3004,3004,0.3260846131151307,0.044200766551116676,0.044965071737329165,0.04405087475944648,0.0,0.0 +1647,snp291_m0_.16m1_.25,2,1647,1647,0.326597223623023,-0.044004489097773665,0.04481290518646783,0.04400426816890039,0.0,0.0 +4053,snp4105_m0_.08m1_.08,5,4053,4053,0.32666822112440264,-0.04411667322641477,0.044933750683209754,0.043997816807243545,0.0,0.0 +4344,snp1239_m0_.24m1_.23,5,4344,4344,0.3268010196812643,-0.04410119125738651,0.04493032619286709,0.04398575217895119,0.0,0.0 +4158,snp70_m0_.27m1_.06,5,4158,4158,0.3269935425638405,0.043978619186360576,0.04482330202498978,0.04396826728625743,0.0,0.0 +1611,snp4041_m0_.22m1_.03,2,1611,1611,0.3275829451967889,-0.043939554476351485,0.04483813872395414,0.04391477924604605,0.0,0.0 +3199,snp331_m0_.53m1_.25,4,3199,3199,0.3276991784626361,0.04417372704236686,0.04508794348889628,0.04390423848035465,0.0,0.0 +1472,snp2415_m0_.01m1_.12,2,1472,1472,0.3277223544170711,-0.043921944383293145,0.04483310000907354,0.043902137027901536,0.0,0.0 +1745,snp33_m0_.33m1_.33,2,1745,1745,0.3277487917414933,-0.044085672744413995,0.04500268678660039,0.04389973997194877,0.0,0.0 +4991,snp116_m0_.27m1_.3,5,4991,4991,0.32790691307704234,0.043902749699904965,0.04483062516703168,0.04388540581852881,0.0,0.0 +2709,snp4687_m0_.42m1_.35,3,2709,2709,0.3281346553404786,0.04387267117805371,0.0448210292085594,0.04386476818349944,0.0,0.0 +1321,snp4034_m0_.48m1_.5,2,1321,1321,0.3283761004179844,0.04385960890755391,0.04483007815131164,0.04384289893553985,0.0,0.0 +2064,snp1550_m0_.09m1_.02,3,2064,2064,0.32857116523351937,0.043847074223253305,0.04483536135333882,0.043825238240828464,0.0,0.0 +3551,snp3714_m0_.52m1_.39,4,3551,3551,0.32872600624130155,0.0438099519707501,0.04481175951518303,0.04381122413699653,0.0,0.0 +3590,snp2713_m0_.44m1_.21,4,3590,3590,0.3287790004733657,-0.04380543814677713,0.04481205678748432,0.04380642879934081,0.0,0.0 +4174,snp3116_m0_.26m1_.23,5,4174,4174,0.32895970210286163,0.04379127125391928,0.04481432016696738,0.04379008124013153,0.0,0.0 +4431,snp605_m0_.4m1_.7,5,4431,4431,0.32942109543364884,0.04374751026910979,0.04481230714473257,0.04374836661115203,0.0,0.0 +328,snp507_m0_.22m1_.14,1,328,328,0.3299535832921833,0.04369892930619695,0.0448119026816428,0.04370027119757079,0.0,0.0 +2,snp0_m0_.37m1_.24,1,2,2,0.3300805369977544,0.04373534515503716,0.04486103221466158,0.04368881187362188,0.0,0.0 +2968,snp2935_m0_.2m1_.3,3,2968,2968,0.330156338869957,0.04371875403470613,0.04485105028122521,0.04368197106496541,0.0,0.0 +3065,snp1062_m0_.56m1_.5,4,3065,3065,0.3302042394441941,0.04368967430873386,0.04482566135722638,0.043677648756915835,0.0,0.0 +4464,snp2367_m0_.09m1_.01,5,4464,4464,0.3302077523957643,0.04368100089280205,0.044817088287439834,0.043677331781678166,0.0,0.0 +3224,snp579_m0_.13m1_.61,4,3224,3224,0.33023755959055423,-0.04368064914958162,0.04481949242802976,0.04367464235234339,0.0,0.0 +860,snp772_m0_.24m1_.19,1,860,860,0.33055254061694095,0.043665848357443214,0.044833525673925956,0.04364623196395945,0.0,0.0 +1181,snp4399_m0_.51m1_.33,2,1181,1181,0.3307490512304364,-0.04368481180628608,0.04487124404574916,0.04362851611523042,0.0,0.0 +2916,snp572_m0_.05m1_.05,3,2916,2916,0.33079822120358926,-0.04363342069984769,0.04482301894515922,0.04362408439990961,0.0,0.0 +242,snp2256_m0_.22m1_.21,1,242,242,0.3309681720171773,-0.043645266275166114,0.04485096266392885,0.04360876991585409,0.0,0.0 +4371,snp3122_m0_.06m1_.07,5,4371,4371,0.33113531126007123,0.043592112364502694,0.04481184139663747,0.043593713731587706,0.0,0.0 +618,snp13_m0_.09m1_.11,1,618,618,0.3312589944000376,0.043585209838137844,0.0448162183158581,0.043582575300717095,0.0,0.0 +460,snp2888_m0_.3m1_.22,1,460,460,0.3313968515380522,-0.04358739485679462,0.044831256669330855,0.04357016357306369,0.0,0.0 +4445,snp3480_m0_.3m1_.35,5,4445,4445,0.331614339669254,0.04358592452189159,0.04484993202375117,0.043550589172883784,0.0,0.0 +3412,snp1070_m0_.11m1_.06,4,3412,3412,0.3318612393640572,0.04352666321873672,0.044811850259968464,0.04352837769381588,0.0,0.0 +3841,snp4729_m0_.22m1_.29,4,3841,3841,0.3321920745361945,-0.04357660510184155,0.04489400390702786,0.043498631934883764,0.0,0.0 +3627,snp3589_m0_.41m1_.65,4,3627,3627,0.3322177148724619,0.043513988466802836,0.0448318739506126,0.04349632738064681,0.0,0.0 +2292,snp1046_m0_.32m1_.23,3,2292,2292,0.3326369914658117,0.04359857214793571,0.044958027281240834,0.04345865902746427,0.0,0.0 +1607,snp168_m0_.28m1_.23,2,1607,1607,0.3328237980422044,-0.04345710666122202,0.04482948563221135,0.043441885926815964,0.0,0.0 +1861,snp1802_m0_.14m1_.12,2,1861,1861,0.33305247695660956,-0.04342300549286028,0.04481552104963057,0.04342136141538302,0.0,0.0 +4217,snp2482_m0_.15m1_.17,5,4217,4217,0.33322570645010763,0.04340661893957982,0.04481467974348536,0.04340581966649331,0.0,0.0 +2494,snp2810_m0_.12m1_.06,3,2494,2494,0.33324252182026837,0.043631848705526825,0.045048784111353574,0.04340431130728733,0.0,0.0 +1158,snp1909_m0_.62m1_.2,2,1158,1158,0.33329608029379687,-0.043412163813216144,0.04482693574816413,0.04339950737328202,0.0,0.0 +4730,snp3983_m0_.11m1_.1,5,4730,4730,0.3339575697308532,0.04335324815081717,0.0448274577119327,0.04334021589374703,0.0,0.0 +1415,snp1166_m0_.08m1_.1,2,1415,1415,0.3340199806323336,-0.043390793020276756,0.04487207794945298,0.043334625699354236,0.0,0.0 +3607,snp1975_m0_.11m1_.02,4,3607,3607,0.33420066444829777,0.04337134867533418,0.04486875432981938,0.043318445490662744,0.0,0.0 +317,snp3756_m0_.1m1_.18,1,317,317,0.3353283510257761,-0.04327120764936222,0.044869821017112135,0.043217588135633506,0.0,0.0 +3519,snp1710_m0_.58m1_.27,4,3519,3519,0.335403402604863,0.04320960042717434,0.04481290295587291,0.04321088345467104,0.0,0.0 +877,snp4265_m0_.73m1_.58,1,877,877,0.33541390082262723,0.043223856062587024,0.04482866225363028,0.04320994568043766,0.0,0.0 +2940,snp2067_m0_.31m1_.49,3,2940,2940,0.3355010154148159,-0.04325829727896752,0.04487247764252303,0.043202164722673846,0.0,0.0 +740,snp888_m0_.01m1_.02,1,740,740,0.3355103660374268,0.043205676403172036,0.04481876119945283,0.043201329614771966,0.0,0.0 +3722,snp4334_m0_.38m1_.44,4,3722,3722,0.3358678497202874,0.04317137961140281,0.044816354722725174,0.04316941379914591,0.0,0.0 +2462,snp4937_m0_.08m1_.04,3,2462,2462,0.335995197741482,0.043165066617114056,0.04482162239130491,0.043158049551271234,0.0,0.0 +960,snp406_m0_.28m1_.33,1,960,960,0.33633665211645436,-0.043125955230487546,0.04481269364497339,0.04312759257175713,0.0,0.0 +1849,snp1178_m0_.42m1_.37,2,1849,1849,0.3366504400632184,-0.043158038031235746,0.044875190618000695,0.043099620860225646,0.0,0.0 +3041,snp4951_m0_.36m1_.18,4,3041,3041,0.337388400321214,0.043198889505181026,0.04498638924254226,0.04303390336306323,0.0,0.0 +3237,snp3212_m0_.49m1_.47,4,3237,3237,0.33764389820447427,-0.04301815317926902,0.04482189404211125,0.04301117200663377,0.0,0.0 +2887,snp3202_m0_.03m1_.04,3,2887,2887,0.33774493303807407,-0.04301929302969387,0.044832465459825686,0.04300218609264651,0.0,0.0 +641,snp4512_m0_.26m1_.43,1,641,641,0.3377821745861761,-0.043033899879468575,0.04485114853579666,0.04299887430941537,0.0,0.0 +2159,snp303_m0_.43m1_.31,3,2159,2159,0.3381491536493396,0.04297938327890424,0.04482840261166875,0.04296625242039521,0.0,0.0 +2927,snp205_m0_.26m1_.26,3,2927,2927,0.3381724008115169,0.04299807232784399,0.044850055989183006,0.042964186672884146,0.0,0.0 +1756,snp4288_m0_.21m1_.11,2,1756,1756,0.3382632103306886,0.04296557473139542,0.04482459209827084,0.04295611819184283,0.0,0.0 +2877,snp4563_m0_.41m1_.19,3,2877,2877,0.33853134226650483,0.04297593279591877,0.04486031558750668,0.04293230259471383,0.0,0.0 +2857,snp4196_m0_.26m1_.56,3,2857,2857,0.33857225551107606,-0.04303843379562534,0.04492936597228514,0.042928669724040414,0.0,0.0 +3362,snp3216_m0_.34m1_.39,4,3362,3362,0.33869541998573094,-0.04296576251542702,0.04486495073841437,0.04291773509298402,0.0,0.0 +4804,snp995_m0_.31m1_.24,5,4804,4804,0.33884365530697536,0.042903497558082204,0.044813697163404005,0.042904578027614354,0.0,0.0 +3157,snp1328_m0_.58m1_.17,4,3157,3157,0.3388987264948813,0.04290995144815092,0.0448255536937391,0.04289969095934455,0.0,0.0 +2737,snp317_m0_.12m1_.2,3,2737,2737,0.33900141808650475,-0.04293533096621097,0.044861612064577845,0.04289057936915052,0.0,0.0 +680,snp3640_m0_.1m1_.21,1,680,680,0.3391532227419225,-0.042923141888565726,0.04486298738354027,0.042877113322741835,0.0,0.0 +851,snp3771_m0_.38m1_.12,1,851,851,0.33919264844050856,0.04290188160453669,0.04484443012730794,0.04287361664114451,0.0,0.0 +2777,snp1571_m0_.18m1_.16,3,2777,2777,0.33949023702742975,0.042867197903048375,0.04483581918637952,0.04284723176734788,0.0,0.0 +190,snp2753_m0_.43m1_.57,1,190,190,0.3394949075327247,0.04288393779692334,0.044853762001769354,0.042846817787740216,0.0,0.0 +2352,snp4183_m0_.41m1_.31,3,2352,2352,0.3395118186940894,0.04288040699712351,0.04485164096410031,0.042845318863484055,0.0,0.0 +1644,snp3048_m0_.19m1_.07,2,1644,1644,0.33992155622152564,0.04281772284915578,0.04482412417413022,0.04280901627242652,0.0,0.0 +4248,snp4223_m0_.02m1_.01,5,4248,4248,0.34008058211376635,0.04282740702885635,0.04484904238924021,0.042794934172476706,0.0,0.0 +563,snp1768_m0_.07m1_.09,1,563,563,0.3400911696622224,0.0429769459340282,0.0450066278219084,0.04279399677070142,0.0,0.0 +3649,snp3465_m0_.01m1_.02,4,3649,3649,0.3406333119483166,-0.04287617576199426,0.04495158504558294,0.04274602140389116,0.0,0.0 +3380,snp3582_m0_.2m1_.07,4,3380,3380,0.34083234583319544,0.042726735640416104,0.04481339702472858,0.04272842069609263,0.0,0.0 +2875,snp823_m0_.4m1_.5,3,2875,2875,0.3409130735192304,-0.042763344624070644,0.044859300453259976,0.042721283760336674,0.0,0.0 +4906,snp96_m0_.32m1_.28,5,4906,4906,0.3409195749294468,0.04272142617471568,0.044815931467069865,0.04272070903363562,0.0,0.0 +3279,snp4574_m0_.52m1_.43,4,3279,3279,0.34103048691770943,-0.042762555712535046,0.04486939294267041,0.04271090545685581,0.0,0.0 +4122,snp723_m0_.15m1_.09,5,4122,4122,0.3411570206828831,0.0427708715222133,0.04488989230589144,0.04269972354724223,0.0,0.0 +3679,snp4842_m0_.08m1_.15,4,3679,3679,0.34118639303969556,-0.04269625584164601,0.044814308683373605,0.042697128262643734,0.0,0.0 +1589,snp2170_m0_.5m1_.36,2,1589,1589,0.3415134812823435,0.04274423426497762,0.044895101144684486,0.042668237009355826,0.0,0.0 +4680,snp3738_m0_.01m1_.02,5,4680,4680,0.34152587721182104,0.04267094960454222,0.04481928068520106,0.042667142441358025,0.0,0.0 +668,snp1640_m0_.27m1_.52,1,668,668,0.3415584975622329,-0.04266368397111526,0.04481468001617136,0.04266426216599811,0.0,0.0 +831,snp146_m0_.22m1_.42,1,831,831,0.34173161431598753,-0.042761316417765594,0.044933359727048865,0.04264897943222742,0.0,0.0 +3888,snp1465_m0_.21m1_.13,4,3888,3888,0.3418901428443665,0.042767433884257,0.04495456166398546,0.04263498887750707,0.0,0.0 +4333,snp2618_m0_.47m1_.25,5,4333,4333,0.3419888969284455,0.042624733826761935,0.04481373907359756,0.042626275664455295,0.0,0.0 +2810,snp3940_m0_.3m1_.59,3,2810,2810,0.34206245639661126,-0.0426232075775058,0.04481896987900398,0.042619786450908206,0.0,0.0 +1780,snp3295_m0_.1m1_.06,2,1780,1780,0.3422646776714747,0.04278922184733891,0.045012406780274294,0.04260195163201951,0.0,0.0 +200,snp877_m0_.58m1_.51,1,200,200,0.3424324870898341,-0.04263830581546128,0.04486926014209072,0.042587156852417624,0.0,0.0 +3778,snp2086_m0_.15m1_.3,4,3778,3778,0.34261826419134733,-0.04264486131260574,0.04489345018118634,0.042570783356470764,0.0,0.0 +1469,snp1168_m0_.3m1_.32,2,1469,1469,0.34275442638477305,0.04263239163734097,0.04489299748079441,0.04255878627206814,0.0,0.0 +3603,snp3960_m0_.35m1_.33,4,3603,3603,0.34288884625646776,0.04255843734410815,0.044827616161431605,0.04254694568032347,0.0,0.0 +3326,snp4831_m0_.05m1_.01,4,3326,3326,0.34336681496686017,-0.042512902900636605,0.04482406490485896,0.04250486697121865,0.0,0.0 +4621,snp85_m0_.16m1_.16,5,4621,4621,0.3434243124795745,-0.0424982143619558,0.04481392170922163,0.04249980760405432,0.0,0.0 +4045,snp1849_m0_.15m1_.16,5,4045,4045,0.3435851945819809,0.04255226651459302,0.044885894406465815,0.04248565400300067,0.0,0.0 +1688,snp3540_m0_.04m1_.1,2,1688,1688,0.34367542497302384,-0.04250923415330808,0.04484889484877443,0.04247771783243819,0.0,0.0 +4109,snp1850_m0_.51m1_.66,5,4109,4109,0.34371448242706326,-0.04249437513583073,0.044836850194807744,0.0424742829642939,0.0,0.0 +3588,snp965_m0_.2m1_.13,4,3588,3588,0.3437261293625201,0.042471583857871795,0.044813885162596545,0.04247325873447906,0.0,0.0 +3089,snp1834_m0_.29m1_.7,4,3089,3089,0.34428107063944835,0.042422813328566344,0.04481398173229109,0.04242448285887956,0.0,0.0 +1291,snp3160_m0_.07m1_.28,2,1291,1291,0.34443229722469526,-0.04241108222378641,0.04481564656649703,0.04241119966161135,0.0,0.0 +878,snp148_m0_.3m1_.4,1,878,878,0.3448018442280738,-0.04237755440509089,0.0448145621549542,0.04237875558979632,0.0,0.0 +1444,snp2783_m0_m1_.05,2,1444,1444,0.344842074529945,-0.04240765997896893,0.044850142279696414,0.042375224939009054,0.0,0.0 +2520,snp3933_m0_.13m1_.18,3,2520,2520,0.34498714955285104,0.04257288654973155,0.04503843924942614,0.04236249518743183,0.0,0.0 +4818,snp3743_m0_.48m1_.23,5,4818,4818,0.3450765203185172,0.04236430824931884,0.04482609250407794,0.04235465495525975,0.0,0.0 +1752,snp3294_m0_.29m1_.03,2,1752,1752,0.34522701567643066,0.04236275399142733,0.044838446683959365,0.04234145536062845,0.0,0.0 +4575,snp1100_m0_.18m1_.5,5,4575,4575,0.3452578366870075,-0.04237616344921112,0.044855508203714346,0.04233875257342093,0.0,0.0 +3407,snp471_m0_.34m1_.53,4,3407,3407,0.3453016606701057,-0.042333338079949503,0.04481425198765209,0.0423349097804631,0.0,0.0 +954,snp4027_m0_.03m1_.03,1,954,954,0.3455413089319529,-0.042317844993989856,0.044820132682011064,0.042313901227240144,0.0,0.0 +1313,snp4527_m0_.01m1_.29,2,1313,1313,0.3455417674361131,-0.04235220364164134,0.044856565660371495,0.04231386104175491,0.0,0.0 +3821,snp4337_m0_.3m1_.08,4,3821,3821,0.3455522983830396,0.042402587501491486,0.044910910186800074,0.04231293806879358,0.0,0.0 +2463,snp1047_m0_.26m1_.29,3,2463,2463,0.3456519226303856,0.0424077824098973,0.044925698690824564,0.04230420749824815,0.0,0.0 +3708,snp4463_m0_.41m1_.21,4,3708,3708,0.3462595430543475,0.04225186416703886,0.04481699891514032,0.04225099326199119,0.0,0.0 +2106,snp1934_m0_.06m1_.02,3,2106,2106,0.3465814257533283,-0.04222895593524257,0.04482263347650509,0.042222827415957946,0.0,0.0 +145,snp4127_m0_.14m1_.06,1,145,145,0.3466572464746194,-0.042307290703230326,0.04491284680903864,0.04221619525822503,0.0,0.0 +4287,snp3725_m0_.07m1_.02,5,4287,4287,0.3467484950275631,0.04223810463501582,0.044847892870771656,0.04220821482450476,0.0,0.0 +2030,snp4673_m0_.16m1_.13,3,2030,2030,0.3467573483770525,-0.04221575663651638,0.044824987738598346,0.042207440597480765,0.0,0.0 +4479,snp862_m0_.08m1_.13,5,4479,4479,0.3469505338933824,-0.042202239061099066,0.044828606628891286,0.042190549611468564,0.0,0.0 +1052,snp409_m0_.53m1_.39,2,1052,1052,0.34715444278321095,0.042172065016071375,0.044815519440850514,0.04217272751062534,0.0,0.0 +3475,snp217_m0_.23m1_.29,4,3475,3475,0.34784270093847414,0.042207577073606714,0.04491738945520408,0.042112621166730646,0.0,0.0 +3039,snp949_m0_.17m1_.39,4,3039,3039,0.3479338337298612,-0.04219369424533996,0.044911111958851724,0.04210466809510328,0.0,0.0 +3754,snp3225_m0_.52m1_.16,4,3754,3754,0.34815792583227756,0.042084733717123214,0.04481598058070057,0.04208511740529615,0.0,0.0 +2026,snp1182_m0_.14m1_.06,3,2026,2026,0.3486179794694978,0.04204421040279694,0.04481561745273524,0.042045005465383305,0.0,0.0 +2611,snp1424_m0_.18m1_.6,3,2611,2611,0.3486447466536452,-0.042043992121602806,0.044817875824275384,0.04204267267520664,0.0,0.0 +880,snp3026_m0_.42m1_.15,1,880,880,0.34876395101543056,0.04203934325996347,0.04482401445166566,0.042032285258477735,0.0,0.0 +1229,snp784_m0_.08m1_.27,2,1229,1229,0.34884766293683644,-0.04207207007258545,0.044866707946176775,0.042024991981704354,0.0,0.0 +4406,snp1352_m0_.09m1_.09,5,4406,4406,0.3489812404638726,0.04201214382865353,0.044815231025296574,0.04201335653314651,0.0,0.0 +1662,snp2421_m0_.19m1_.32,2,1662,1662,0.34903231799936874,-0.04216552494440881,0.04498361721138172,0.04200890810171814,0.0,0.0 +2340,snp2438_m0_.21m1_.18,3,2340,2340,0.3491224459793506,0.042036406179172515,0.04485426371483632,0.042001059704396666,0.0,0.0 +1712,snp2039_m0_.28m1_.65,2,1712,1712,0.34929909150712923,-0.04198411184273027,0.04481490183904511,0.04198568102834761,0.0,0.0 +4230,snp3603_m0_.3m1_.44,5,4230,4230,0.34934072105959424,0.04203030542967101,0.04486808917380737,0.041982057496104015,0.0,0.0 +4662,snp3737_m0_.27m1_.33,5,4662,4662,0.3493584475760426,-0.04199553968999874,0.04483262667964371,0.04198051462220738,0.0,0.0 +3642,snp344_m0_.16m1_.22,4,3642,3642,0.3494358610386332,0.04200171861685037,0.04484643298322809,0.041973777318921726,0.0,0.0 +4627,snp3979_m0_.33m1_.27,5,4627,4627,0.34943811481013365,0.04203209066792733,0.04487907216607895,0.04197358118706012,0.0,0.0 +1830,snp4417_m0_.43m1_.41,2,1830,1830,0.34977666448848965,0.04205501465081812,0.04493513538699754,0.04194412837981543,0.0,0.0 +2932,snp54_m0_.39m1_.5,3,2932,2932,0.35001082869229694,0.041930039019886456,0.04482339789318807,0.04192376734707807,0.0,0.0 +1119,snp153_m0_.37m1_.22,2,1119,1119,0.35018061260412825,0.042105994733441995,0.045027373383120205,0.041909009694156556,0.0,0.0 +1665,snp1540_m0_.25m1_.47,2,1665,1665,0.3502507100765303,0.042011217438531576,0.044932562829463604,0.04190291812716141,0.0,0.0 +3541,snp2953_m0_.41m1_.35,4,3541,3541,0.3505463093290343,-0.04188784914315872,0.044828136294364336,0.04187723862113866,0.0,0.0 +4473,snp3610_m0_.1m1_.1,5,4473,4473,0.3505676408293643,-0.04217019382941042,0.04513230006327353,0.04187538602578921,0.0,0.0 +613,snp1012_m0_.64m1_.71,1,613,613,0.3507566154154157,0.04188270332868956,0.044842218074895177,0.04185897709677277,0.0,0.0 +1072,snp4521_m0_.34m1_.43,2,1072,1072,0.3508006894665099,-0.04186378277510491,0.044826065169640744,0.041855150888619345,0.0,0.0 +3702,snp2474_m0_.34m1_.14,4,3702,3702,0.3508112269162774,0.041937806813719586,0.044906310301020415,0.041854236144191356,0.0,0.0 +3369,snp3954_m0_.2m1_.2,4,3369,3369,0.3508136609303659,0.041854044142805365,0.044816845262314976,0.041854024852573286,0.0,0.0 +4663,snp4236_m0_.48m1_.45,5,4663,4663,0.3513980500109397,-0.04180489625767791,0.044818607504997776,0.04180332205868168,0.0,0.0 +3975,snp4486_m0_.23m1_.13,4,3975,3975,0.3514380484869387,0.041806094048706006,0.04482361714791044,0.04179985365742955,0.0,0.0 +3300,snp4207_m0_.07m1_.05,4,3300,3300,0.3516060868113683,-0.0418059919093654,0.04483916270098598,0.0417852852171796,0.0,0.0 +962,snp775_m0_.51m1_.32,1,962,962,0.3516064248776506,0.04179430623781588,0.04482666068604841,0.04178525591223537,0.0,0.0 +1163,snp782_m0_.53m1_.43,2,1163,1163,0.3519199998700584,-0.04179336906794892,0.04485487704588978,0.04175808163043654,0.0,0.0 +12,snp1_m0_.54m1_.28,1,12,12,0.35218337389028564,0.04181103945262259,0.04489841226843007,0.0417352695535804,0.0,0.0 +301,snp1507_m0_.17m1_.24,1,301,301,0.3521860701198781,-0.04174508885157878,0.044827843018766356,0.041735036075998384,0.0,0.0 +2079,snp3302_m0_.39m1_.52,3,2079,2079,0.3522533852794173,-0.04176190107073287,0.04485217176978902,0.04172920734580692,0.0,0.0 +4338,snp2858_m0_.14m1_.32,5,4338,4338,0.35229099732658586,-0.04172952932870995,0.044820908446491226,0.04172595087474585,0.0,0.0 +4398,snp730_m0_.1m1_.01,5,4398,4398,0.35229402411828203,0.04172865455130129,0.04482025084018078,0.041725688823050056,0.0,0.0 +121,snp4877_m0_.17m1_.24,1,121,121,0.35237575207170424,0.041727653051565304,0.044826789490800364,0.04171861356796359,0.0,0.0 +3792,snp1717_m0_.09m1_.13,4,3792,3792,0.35346974049720203,0.04163451098680784,0.0448285669539082,0.041624005605372584,0.0,0.0 +781,snp3023_m0_m1_.3,1,781,781,0.35380438600586417,-0.04160168463812527,0.044824401778817975,0.041595102388849815,0.0,0.0 +3686,snp4462_m0_.37m1_.25,4,3686,3686,0.3540118851766185,0.04157558283611472,0.04481561129832648,0.04157718940847704,0.0,0.0 +2756,snp2820_m0_.01m1_.02,3,2756,2756,0.3541647546268828,0.041565024642813544,0.04481847606404243,0.04156399673143673,0.0,0.0 +2574,snp1314_m0_.15m1_.05,3,2574,2574,0.3543427890410433,0.04158704455241839,0.044858825726245014,0.04154863683081956,0.0,0.0 +4392,snp3478_m0_.02m1_.11,5,4392,4392,0.3544045671114684,-0.04158607960848005,0.04486354872541338,0.04154330807003409,0.0,0.0 +4205,snp2359_m0_.55m1_.3,5,4205,4205,0.35444422571249,-0.041574669485496055,0.04485493890573187,0.041539887565752595,0.0,0.0 +1261,snp25_m0_.11m1_.05,2,1261,1261,0.3545737849405246,0.0416369983613495,0.04493429205956764,0.04152871492507856,0.0,0.0 +4080,snp2746_m0_.39m1_.31,5,4080,4080,0.35470405042402564,0.041575356551136936,0.0448799269560718,0.041517483970858526,0.0,0.0 +710,snp2269_m0_.49m1_.21,1,710,710,0.3552150157637445,0.04149757400008813,0.04484359947847376,0.041473455686052624,0.0,0.0 +4708,snp1617_m0_.1m1_.16,5,4708,4708,0.3553333388770008,0.04146276272273192,0.04481701161587075,0.04146326583710018,0.0,0.0 +1290,snp786_m0_.27m1_.11,2,1290,1290,0.35544700482421676,0.04153098963383415,0.04490137446592877,0.04145347906785776,0.0,0.0 +4893,snp3991_m0_.12m1_.13,5,4893,4893,0.3554556128387839,0.04149568623730059,0.04486400950722249,0.0414527379880625,0.0,0.0 +3516,snp4211_m0_.05m1_.09,4,3516,3516,0.3554556575684177,-0.041458549832226105,0.04482386280533266,0.04145273413723442,0.0,0.0 +4011,snp485_m0_.13m1_.08,5,4011,4011,0.35603957529735564,0.041422341212145775,0.04483915725622525,0.04140248991656573,0.0,0.0 +4495,snp2863_m0_.67m1_.27,5,4495,4495,0.35612962079613797,0.041469098187302454,0.044898182811984225,0.041394746406146335,0.0,0.0 +4020,snp493_m0_.03m1_.2,5,4020,4020,0.35616576602897654,-0.041419337331839175,0.044847680238584466,0.041391638423834885,0.0,0.0 +163,snp4004_m0_.3m1_.26,1,163,163,0.35621030367472184,0.04171957952259038,0.0451769606515848,0.04138780908452192,0.0,0.0 +423,snp1511_m0_.01m1_.08,1,423,423,0.3563690834406743,-0.04152662545762763,0.044982876595556734,0.041374159674958,0.0,0.0 +834,snp649_m0_.39m1_.12,1,834,834,0.35641085478131684,0.041389618606036085,0.04483836418507437,0.0413705694611146,0.0,0.0 +2649,snp2816_m0_.13m1_.17,3,2649,2649,0.35647403185398097,0.041363875970342294,0.044816368401534204,0.041365139943775595,0.0,0.0 +2487,snp564_m0_.33m1_.19,3,2487,2487,0.35648724189676395,0.041362391535381786,0.04481599208954361,0.041364004732463294,0.0,0.0 +382,snp3011_m0_.44m1_.47,1,382,382,0.35660455569996297,-0.041503394856075834,0.04497974882687957,0.04135392447435069,0.0,0.0 +274,snp4881_m0_.22m1_.25,1,274,274,0.3566084974215993,0.04135303474201728,0.04481716209108197,0.04135358581576118,0.0,0.0 +661,snp143_m0_.14m1_.17,1,661,661,0.3566423044654595,-0.04135025985665439,0.04481730790549518,0.04135068133235157,0.0,0.0 +1196,snp1653_m0_.31m1_.33,2,1196,1196,0.35710549531212377,0.04131493828826887,0.044822214897025967,0.04131090436348789,0.0,0.0 +22,snp2_m0_.71m1_.32,1,22,22,0.357156011600568,0.04149472509996515,0.045021997821366684,0.04130656818759204,0.0,0.0 +291,snp2756_m0_.46m1_.62,1,291,291,0.35730177488258386,0.04129351907978672,0.04481728438166754,0.041294058436288236,0.0,0.0 +1494,snp4408_m0_.38m1_.36,2,1494,1494,0.3575071484197464,0.04127658022069746,0.044818056599097926,0.04127643822704853,0.0,0.0 +4444,snp1242_m0_.17m1_.07,5,4444,4444,0.3577410172401668,0.04141989478163724,0.04499556912082446,0.041256380973868266,0.0,0.0 +1458,snp3784_m0_.07m1_.09,2,1458,1458,0.3578116386775886,0.041268214782400586,0.04483738684067118,0.04125032589673719,0.0,0.0 +2836,snp1429_m0_.16m1_.04,3,2836,2836,0.3580474626612995,0.041230976464478625,0.044818928134016986,0.04123011179555723,0.0,0.0 +4461,snp2489_m0_.27m1_.35,5,4461,4461,0.35817605278232567,-0.04122000285617335,0.044818997946839516,0.04121909296743445,0.0,0.0 +2262,snp3683_m0_.54m1_.23,3,2262,2262,0.35852080936675157,0.04132051575272779,0.04496055178704972,0.04118956317217174,0.0,0.0 +665,snp2268_m0_.73m1_.63,1,665,665,0.3587186534849762,0.04117467647736949,0.04482032760261977,0.0411726250635874,0.0,0.0 +3445,snp2835_m0_.05m1_.15,4,3445,3445,0.35907587234760063,-0.04115324186745306,0.04483033510415984,0.04114205716573812,0.0,0.0 +152,snp752_m0_.12m1_.02,1,152,152,0.3593633893638495,0.04112526670725471,0.04482669746789196,0.04111746762606547,0.0,0.0 +856,snp2641_m0_.31m1_.37,1,856,856,0.35954700814027307,-0.04110543204971022,0.04482221825406131,0.04110177030395318,0.0,0.0 +1293,snp4402_m0_.3m1_.28,2,1293,1293,0.3595974996972727,-0.04109647112982535,0.0448171607233716,0.04109745472891809,0.0,0.0 +602,snp2765_m0_.19m1_.01,1,602,602,0.3597137399109873,-0.041097301103053825,0.044828919855332994,0.04108752097817342,0.0,0.0 +918,snp4393_m0_.41m1_.51,1,918,918,0.35977469103105053,0.04112332763862074,0.0448630057692311,0.0410823129711368,0.0,0.0 +2166,snp2050_m0_.31m1_.23,3,2166,2166,0.35980643430071246,0.04115593717658374,0.04490155000529139,0.0410796008661558,0.0,0.0 +3611,snp844_m0_.48m1_.41,4,3611,3611,0.35996765253537466,0.04107766418069564,0.04483120845681662,0.041065828895304406,0.0,0.0 +217,snp1133_m0_.48m1_.38,1,217,217,0.3600116521392607,-0.04106060524533245,0.044816698872304786,0.04106207092636851,0.0,0.0 +1917,snp4048_m0_.17m1_.16,2,1917,1917,0.36004501693628554,-0.0410632755448747,0.044822729130233316,0.041059221458959926,0.0,0.0 +1134,snp3401_m0_.1m1_,2,1134,1134,0.36012162388436686,-0.04105542995321059,0.044821318585334544,0.041052679589838194,0.0,0.0 +530,snp4765_m0_.37m1_.52,1,530,530,0.36035594807524796,-0.04103207258945495,0.04481769500372644,0.04103267482329967,0.0,0.0 +4343,snp2974_m0_.4m1_.38,5,4343,4343,0.36074544150577215,-0.04103118117030459,0.044853110750325866,0.04099944092302108,0.0,0.0 +3705,snp479_m0_.03m1_.04,4,3705,3705,0.3608236979375318,-0.04108903429472483,0.04492367847998514,0.04099276632652304,0.0,0.0 +2898,snp4949_m0_.11m1_.36,3,2898,2898,0.3610593855431973,-0.0409715687101322,0.044817258944605316,0.04097266968107463,0.0,0.0 +4986,snp111_m0_.34m1_.22,5,4986,4986,0.3612985676752436,0.04096364950687978,0.04483093984820377,0.04095228344869967,0.0,0.0 +4884,snp1746_m0_.2m1_.2,5,4884,4884,0.3614202220037125,0.04096081768191583,0.04483920932181651,0.040941917711341855,0.0,0.0 +706,snp400_m0_.14m1_.07,1,706,706,0.3616650895939305,0.04093085875295637,0.04482929013789675,0.04092106001626838,0.0,0.0 +2707,snp4069_m0_.38m1_.29,3,2707,2707,0.36196113587885803,0.04089425547205286,0.04481685176096482,0.040895854727389984,0.0,0.0 +829,snp521_m0_.2m1_.47,1,829,829,0.3621576726166782,0.040880228166272105,0.04481984047192391,0.04087912876306067,0.0,0.0 +650,snp1146_m0_.31m1_.28,1,650,650,0.36220999658230835,0.04087344809689312,0.04481729606694748,0.0408746767661387,0.0,0.0 +3103,snp2702_m0_.28m1_.14,4,3103,3103,0.362355400771849,0.040880650197849734,0.044838785065196354,0.040862307125081335,0.0,0.0 +3389,snp2596_m0_.43m1_.19,4,3389,3389,0.36272405996014867,0.040831915258221115,0.044819773228097166,0.04083095890228426,0.0,0.0 +3335,snp3456_m0_.25m1_.09,4,3335,3335,0.3633084188019857,0.04081712614142731,0.0448581767243569,0.04078130979468471,0.0,0.0 +4368,snp4980_m0_.46m1_.54,5,4368,4368,0.3633755634336383,-0.04098547709619123,0.04504950393355333,0.040775608151708845,0.0,0.0 +1741,snp671_m0_.09m1_.45,2,1741,1741,0.3635573304598211,-0.04085320739801326,0.04492114745961512,0.04076017654832993,0.0,0.0 +3972,snp1489_m0_.08m1_.04,4,3972,3972,0.36365066879963137,0.04075077017688007,0.044817235479664604,0.04075225420739073,0.0,0.0 +2267,snp4181_m0_.15m1_.39,3,2267,2267,0.36386327298763044,-0.04077230869334496,0.044860815745663966,0.040734213591387944,0.0,0.0 +4745,snp3619_m0_.18m1_.47,5,4745,4745,0.3640783695626556,-0.04074017420060595,0.044845579238640285,0.04071596816980798,0.0,0.0 +992,snp525_m0_.16m1_.08,1,992,992,0.36408587006389814,0.04076062608679789,0.044868794217363096,0.040715332066120526,0.0,0.0 +3862,snp1456_m0_.32m1_.3,4,3862,3862,0.3641332347619155,0.04070995801335765,0.04481744818162356,0.04071131534201351,0.0,0.0 +4727,snp992_m0_.42m1_.41,5,4727,4727,0.364448331548636,0.040927338625666894,0.04508639479209568,0.04068460210436138,0.0,0.0 +1188,snp901_m0_.29m1_.36,2,1188,1188,0.3647670864980497,-0.04066802647978672,0.044830541551688856,0.040657593373966065,0.0,0.0 +4352,snp1858_m0_.04m1_.07,5,4352,4352,0.36483524664333844,0.040652975785933326,0.0448203254504355,0.04065181993979301,0.0,0.0 +3985,snp4095_m0_.15m1_.3,4,3985,3985,0.36492675146624853,-0.04068285127016168,0.04486182998356754,0.04064407017524322,0.0,0.0 +2155,snp4928_m0_.17m1_.14,3,2155,2155,0.36504985191219674,0.04063213432861737,0.04481741644513453,0.040633646409948244,0.0,0.0 +34,snp1251_m0_.5m1_.22,1,34,34,0.36540724382214496,0.04064048942477571,0.04486008421676009,0.040603395963058314,0.0,0.0 +4941,snp624_m0_.04m1_.2,5,4941,4941,0.36548065709723676,-0.040617299219983936,0.04484135747338984,0.0405971843806029,0.0,0.0 +734,snp2270_m0_.32m1_.38,1,734,734,0.36549311043029,-0.04060349608539688,0.04482728417840521,0.04059613076667619,0.0,0.0 +2438,snp1193_m0_.3m1_.18,3,2438,2438,0.3659645753447309,0.04061719112906682,0.04488656226149803,0.04055625891118589,0.0,0.0 +9,snp376_m0_.17m1_.17,1,9,9,0.3660182731653554,-0.040799261061829725,0.04509282527223591,0.040551719706548424,0.0,0.0 +3072,snp4824_m0_.65m1_.63,4,3072,3072,0.3661913904888643,-0.0405488610599602,0.044832276363467954,0.040537088506815325,0.0,0.0 +4975,snp4621_m0_.23m1_.15,5,4975,4975,0.36650471191068845,-0.040511921984304144,0.044820750218681836,0.04051061873906116,0.0,0.0 +3439,snp4209_m0_.24m1_.33,4,3439,3439,0.36650835218102606,-0.040621625739497576,0.04494246365913225,0.040510311287383236,0.0,0.0 +3160,snp2941_m0_.35m1_.75,4,3160,3160,0.3665396036102374,0.040540211034271974,0.044855316304512276,0.040507671917463836,0.0,0.0 +1388,snp1789_m0_.02m1_.15,2,1388,1388,0.3666522295173389,-0.04049848899348986,0.04481969384100649,0.04049816114714661,0.0,0.0 +1585,snp2545_m0_.71m1_.49,2,1585,1585,0.3676575961782168,-0.0404653637288139,0.0448771778803984,0.040413342609699324,0.0,0.0 +4750,snp3871_m0_.22m1_.24,5,4750,4750,0.3684795097163208,-0.04039996174200474,0.04488166013076742,0.040344108187368284,0.0,0.0 +4503,snp4984_m0_.06m1_.14,5,4503,4503,0.36854527235963774,-0.040340782419394504,0.044822075694780444,0.0403385727709822,0.0,0.0 +1314,snp1787_m0_.13m1_.15,2,1314,1314,0.3686220595059224,0.0403361782281026,0.04482415297716201,0.04033211016832472,0.0,0.0 +2297,snp43_m0_.06m1_.05,3,2297,2297,0.3687457263403564,-0.040321207334236615,0.04481909927277099,0.04032170380647117,0.0,0.0 +528,snp4887_m0_.13m1_.17,1,528,528,0.36907041476612157,-0.04037235933483717,0.044906423979294556,0.040294392104467995,0.0,0.0 +2403,snp3810_m0_.37m1_.34,3,2403,2403,0.36941202664910444,0.040318475717815924,0.044878527298733706,0.04026567293634962,0.0,0.0 +1657,snp1174_m0_.06m1_.25,2,1657,1657,0.36952896277407465,-0.04033296884576465,0.04490563679145314,0.04025584594752001,0.0,0.0 +178,snp1132_m0_.05m1_.06,1,178,178,0.3696240684790517,-0.04026452589873701,0.044838349358936234,0.04024785494792481,0.0,0.0 +3037,snp1061_m0_.5m1_.49,4,3037,3037,0.369641220239858,0.040307041844118846,0.04488730458475187,0.04024641395323964,0.0,0.0 +775,snp770_m0_.07m1_.05,1,775,775,0.36964279325607197,-0.040250329443943335,0.04482429513505607,0.04024628179931966,0.0,0.0 +2569,snp937_m0_.12m1_.2,3,2569,2569,0.36979146015208697,-0.0402394240078589,0.04482608248181124,0.04023379340956694,0.0,0.0 +2196,snp2189_m0_.54m1_.34,3,2196,2196,0.36998073499790785,-0.04024260596902552,0.04484737357972172,0.04021789835120936,0.0,0.0 +4416,snp2246_m0_.06m1_.18,5,4416,4416,0.37028711571936657,-0.040194725364558495,0.04482272413080015,0.04019217956392155,0.0,0.0 +221,snp133_m0_.02m1_.04,1,221,221,0.37064214455310773,-0.04017254429552881,0.04483126684616147,0.04016239354191809,0.0,0.0 +3293,snp468_m0_.36m1_.2,4,3293,3293,0.370678866291162,-0.04015775235404636,0.044818201951010536,0.040159313689027865,0.0,0.0 +1086,snp4901_m0_.07m1_.08,2,1086,1086,0.3707252596020295,-0.04016619160440018,0.044831971058545195,0.0401554229511425,0.0,0.0 +3107,snp2588_m0_.33m1_.14,4,3107,3107,0.37083115872050487,0.0401560384315877,0.04483056836339561,0.040146542935249774,0.0,0.0 +1881,snp4292_m0_.4m1_.69,2,1881,1881,0.37143615404285923,0.040212689657950544,0.044950673835154484,0.04009584200076703,0.0,0.0 +830,snp2895_m0_.28m1_.18,1,830,830,0.37148443733846825,0.04012000711854046,0.04485160223079654,0.040091797876817596,0.0,0.0 +3345,snp3581_m0_.19m1_.31,4,3345,3345,0.3719655220069995,-0.040056391505116064,0.04482558916487894,0.04005152081226337,0.0,0.0 +1515,snp3786_m0_.2m1_.16,2,1515,1515,0.3719678090217974,0.04007882648801648,0.04485090997808135,0.040051329417203116,0.0,0.0 +269,snp386_m0_.12m1_.03,1,269,269,0.3722535317065595,0.04008549836817073,0.0448852102671893,0.04002742365573884,0.0,0.0 +1211,snp414_m0_.28m1_.26,2,1211,1211,0.37227540007706816,-0.040040489721108914,0.044836864709075254,0.040025594446590165,0.0,0.0 +4007,snp4491_m0_.45m1_.64,5,4007,4007,0.37316965848613337,0.03995642656475285,0.04482657584693047,0.03995084978743776,0.0,0.0 +899,snp3646_m0_.11m1_.32,1,899,899,0.3733620097905772,-0.04001075449232762,0.04490560940421773,0.03993478697666289,0.0,0.0 +1423,snp4037_m0_.13m1_.16,2,1423,1423,0.37340857235459624,-0.03994111603941205,0.044831822738294176,0.03993089941300371,0.0,0.0 +2063,snp180_m0_.22m1_.3,3,2063,2063,0.3744094755757009,-0.03991216280535532,0.044893344400334184,0.039847405029065606,0.0,0.0 +2470,snp2442_m0_.42m1_.31,3,2470,2470,0.3747144806324044,0.03983963800740819,0.04484041423787094,0.039821989168593745,0.0,0.0 +3608,snp1712_m0_.12m1_.01,4,3608,3608,0.37487694609090594,0.03982930809636085,0.04484405148729106,0.03980845623892642,0.0,0.0 +2870,snp4948_m0_.3m1_.53,3,2870,2870,0.37512703763478217,0.03978885924188871,0.044821994672245784,0.039787631356840054,0.0,0.0 +2711,snp2203_m0_.37m1_.41,3,2711,2711,0.3751881723153525,0.039888826689393635,0.04494036514711154,0.03978254203194714,0.0,0.0 +3500,snp4457_m0_.33m1_.31,4,3500,3500,0.3755877266694052,0.039883147881325076,0.044971613028500466,0.03974929260029371,0.0,0.0 +1005,snp3398_m0_.64m1_.41,2,1005,1005,0.3757898859026041,-0.0397348290458736,0.044823362082911315,0.03973247795634287,0.0,0.0 +2666,snp4068_m0_.17m1_.23,3,2666,2666,0.3758818128301036,0.0397651986686821,0.04486626645532983,0.03972483375338632,0.0,0.0 +1558,snp1171_m0_.04m1_.01,2,1558,1558,0.37617299757213285,0.03972654518977809,0.0448500265968705,0.03970062781736577,0.0,0.0 +3450,snp3711_m0_.46m1_.63,4,3450,3450,0.37646244065205714,-0.03970228409487477,0.04484984843929326,0.039676578088251195,0.0,0.0 +796,snp1520_m0_.15m1_.31,1,796,796,0.37659351127412033,-0.039669078154023464,0.044824656052079775,0.03966569121580603,0.0,0.0 +4932,snp98_m0_.35m1_.24,5,4932,4932,0.3766035763362626,-0.039941797667387965,0.04513377211451167,0.03966485529685338,0.0,0.0 +2471,snp2688_m0_.61m1_.41,3,2471,2471,0.3768078616309424,-0.03966840730933812,0.0448440525525059,0.03964789205639488,0.0,0.0 +3313,snp2708_m0_.63m1_.51,4,3313,3313,0.3770459019392046,-0.039642238571856094,0.044836849668209326,0.039628133032998905,0.0,0.0 +4321,snp2485_m0_.08m1_.05,5,4321,4321,0.3770595166775129,0.03964603622689962,0.04484242552710426,0.0396270031456633,0.0,0.0 +837,snp271_m0_.66m1_.36,1,837,837,0.3780400484505151,0.03963096837962581,0.04491769144013083,0.039545694633591984,0.0,0.0 +4034,snp1345_m0_.32m1_.65,5,4034,4034,0.3781247688249131,-0.03954608225597727,0.04482945108574443,0.03953867546009287,0.0,0.0 +3695,snp4333_m0_.7m1_.34,4,3695,3695,0.37824363962852003,-0.03953562264462198,0.04482877596429864,0.0395288285149359,0.0,0.0 +1826,snp2552_m0_.26m1_.05,2,1826,1826,0.3785887281332565,0.03962777446173082,0.04496582205114393,0.039500253048591144,0.0,0.0 +2405,snp2440_m0_.07m1_.06,3,2405,2405,0.3785898135852317,-0.03949862411804926,0.044819376665199744,0.03950016319167169,0.0,0.0 +390,snp2759_m0_.17m1_,1,390,390,0.37861151865350395,0.03958198168302621,0.0449160094258076,0.03949836641522244,0.0,0.0 +1776,snp672_m0_.31m1_.36,2,1776,1776,0.37876863703686314,-0.039483805669879454,0.044819382870468626,0.039485361816435256,0.0,0.0 +2129,snp4927_m0_.62m1_.23,3,2129,2129,0.37895229618532345,0.03948562993975184,0.044838738172929035,0.03947016464916722,0.0,0.0 +1295,snp4652_m0_.07m1_.1,2,1295,1295,0.379075610340025,-0.03946482916769945,0.04482672121124566,0.039459963359467706,0.0,0.0 +995,snp407_m0_.34m1_.6,1,995,995,0.37972278048859975,-0.03940639869445328,0.04482122055869087,0.03940645888773988,0.0,0.0 +3978,snp4487_m0_.23m1_.25,4,3978,3978,0.3801425661969602,-0.03937224531427801,0.04482187641720081,0.03937178319730268,0.0,0.0 +4759,snp614_m0_.05m1_.15,5,4759,4759,0.38017227488320104,-0.03950583418462284,0.0449767624533475,0.03936933005067127,0.0,0.0 +2648,snp3080_m0_.34m1_.57,3,2648,2648,0.38019710278753294,-0.03937040440064466,0.04482491554258078,0.03936728001679249,0.0,0.0 +3833,snp4721_m0_.26m1_.19,4,3833,3833,0.38036323347229284,-0.03936544694276568,0.04483491563582629,0.03935356475755482,0.0,0.0 +4234,snp73_m0_.37m1_.21,5,4234,4234,0.3804456257086327,0.03934765515922268,0.04482240962919407,0.03934676405884579,0.0,0.0 +3866,snp1224_m0_.42m1_.59,4,3866,3866,0.38068046389651056,-0.03934997194541466,0.04484717072290794,0.03932738533911855,0.0,0.0 +3436,snp2598_m0_.21m1_.26,4,3436,3436,0.38116907773475817,-0.03934083220503346,0.04488281434645541,0.03928708863668321,0.0,0.0 +3267,snp3706_m0_.48m1_.46,4,3267,3267,0.3813410145409978,-0.039277170033563784,0.044826379600746535,0.03927291627629637,0.0,0.0 +4963,snp1120_m0_.25m1_.43,5,4963,4963,0.3813986988447331,-0.03926709906013692,0.044820319558424276,0.039268162366204826,0.0,0.0 +2663,snp4558_m0_.36m1_.22,3,2663,2663,0.3816961973165244,0.039308750674282335,0.04489592824700713,0.03924365174305352,0.0,0.0 +4356,snp3477_m0_.02m1_.15,5,4356,4356,0.3818942944221243,-0.039238404512374064,0.04483425082007608,0.03922733718705931,0.0,0.0 +1546,snp2785_m0_.27m1_.24,2,1546,1546,0.38196795661292116,0.03924071727617721,0.044843837732232446,0.03922127195748117,0.0,0.0 +3170,snp1583_m0_.42m1_.64,4,3170,3170,0.3822101926590058,0.03937390773565371,0.04501896935890015,0.03920133166200367,0.0,0.0 +731,snp4021_m0_.09m1_.08,1,731,731,0.38244899769867335,-0.03920027398175887,0.044842954452986986,0.03918168136000218,0.0,0.0 +4976,snp106_m0_.61m1_.42,5,4976,4976,0.3828668687079604,-0.03954611705648103,0.04527835524112485,0.03914731447571293,0.0,0.0 +2977,snp1324_m0_.64m1_.61,3,2977,2977,0.38339689669086974,-0.03922850303470028,0.04496481049423189,0.03910375643487481,0.0,0.0 +4213,snp1723_m0_.28m1_.06,5,4213,4213,0.38362164654530106,0.03909201628252375,0.044829559795986414,0.03908529744869353,0.0,0.0 +3464,snp339_m0_.52m1_.41,4,3464,3464,0.38390179756594023,0.03910112839722783,0.044866451515196956,0.03906229753551479,0.0,0.0 +2327,snp812_m0_.19m1_.15,3,2327,2327,0.3840449137883858,0.03909297503856893,0.04487060872410111,0.039050551894296674,0.0,0.0 +1406,snp2413_m0_.38m1_.16,2,1406,1406,0.3841294640341697,-0.039061477124889,0.04484243467324805,0.03904361405565324,0.0,0.0 +1008,snp4645_m0_.2m1_.18,2,1008,1008,0.38422690479033084,0.0391387965804603,0.044940413004411206,0.039035619631169145,0.0,0.0 +4996,snp121_m0_.06m1_.22,5,4996,4996,0.38431556223181784,-0.0391123632020699,0.04491844288723428,0.039028346898966663,0.0,0.0 +2542,snp2444_m0_.05m1_.1,3,2542,2542,0.3845523877193867,-0.039389461234892835,0.04525923236300012,0.03900892468681844,0.0,0.0 +2042,snp1806_m0_.1m1_.07,3,2042,2042,0.38459064679412425,0.03901334533389094,0.044830678740084284,0.03900578771966829,0.0,0.0 +4126,snp69_m0_.07m1_.1,5,4126,4126,0.38524991805078057,0.03897708894584101,0.04485123251873771,0.03895176210621401,0.0,0.0 +1288,snp2410_m0_.03m1_.14,2,1288,1288,0.3855813471370424,-0.038924213750265856,0.044821664210671734,0.03892462360972793,0.0,0.0 +227,snp1759_m0_.3m1_.24,1,227,227,0.38632883158533404,-0.03886320325299376,0.0448219361630795,0.038863469247409924,0.0,0.0 +1819,snp1035_m0_.15m1_.15,2,1819,1819,0.3864050399358807,0.03901012815976673,0.04499861381615104,0.03885723841863906,0.0,0.0 +1080,snp2646_m0_.42m1_.34,2,1080,1080,0.38681792749414046,0.03882223399056027,0.0448208584768648,0.038823493540438445,0.0,0.0 +150,snp1002_m0_.07m1_.03,1,150,150,0.386828503782529,-0.03885840649864625,0.044863620231342445,0.03882262943910195,0.0,0.0 +2619,snp3079_m0_.26m1_.28,3,2619,2619,0.38686459478293855,-0.03883312160953853,0.044837838378943604,0.038819680849168106,0.0,0.0 +4031,snp2354_m0_.36m1_.15,5,4031,4031,0.38742266643238976,0.03887446641872907,0.044938411352493865,0.038774108363979876,0.0,0.0 +4858,snp3493_m0_.57m1_.44,5,4858,4858,0.38767540709314063,0.03875198318621296,0.04482070040263612,0.038753482530516845,0.0,0.0 +4909,snp3496_m0_.41m1_.38,5,4909,4909,0.38780340878418484,0.03890283041235639,0.04500731730723194,0.03874303959790065,0.0,0.0 +620,snp4018_m0_.38m1_.54,1,620,620,0.387832930167487,-0.03873912724169524,0.04482071659458451,0.03874063141276628,0.0,0.0 +591,snp3764_m0_.2m1_.52,1,591,591,0.3879656232730382,-0.03873470644709671,0.044828144238696396,0.03872980844537005,0.0,0.0 +573,snp1514_m0_.14m1_.03,1,573,573,0.3880093755093701,0.03872516319953023,0.04482123522793254,0.03872624033528461,0.0,0.0 +101,snp1000_m0_.23m1_.21,1,101,101,0.38835032932032587,0.03871601343161559,0.0448428811831478,0.03869844302324459,0.0,0.0 +4840,snp746_m0_.11m1_.04,5,4840,4840,0.3883816050921599,0.038742660744009914,0.044876705987200026,0.03869589391165143,0.0,0.0 +3773,snp2960_m0_.31m1_.67,4,3773,3773,0.3885962457674834,-0.038734920344924005,0.04488806015873806,0.038678403123922164,0.0,0.0 +2416,snp190_m0_.12m1_.02,3,2416,2416,0.38862810369579126,-0.03882698069672851,0.044997768683010496,0.03867580756297228,0.0,0.0 +2867,snp458_m0_.35m1_.37,3,2867,2867,0.38871577308001726,0.038667265069764596,0.04482095858930629,0.03866866554206926,0.0,0.0 +3356,snp2595_m0_.06m1_.12,4,3356,3356,0.3887399703367507,-0.03871881530009684,0.04488300402743217,0.03866669447520483,0.0,0.0 +1059,snp1906_m0_.12m1_.14,2,1059,1059,0.3891847931721383,-0.038670698508982866,0.044869321290079756,0.03863047323096445,0.0,0.0 +2679,snp2817_m0_.32m1_.11,3,2679,2679,0.38921301546009335,0.03866145279433567,0.04486126532209546,0.038628175980799116,0.0,0.0 +2686,snp2321_m0_.19m1_.15,3,2686,2686,0.3895555266905988,0.03859993792607173,0.04482227523561723,0.03860030415234968,0.0,0.0 +2892,snp4197_m0_.49m1_.43,3,2892,2892,0.38961622322971134,-0.03860098298333219,0.0448292317227558,0.03859536652603361,0.0,0.0 +1556,snp30_m0_.32m1_.05,2,1556,1556,0.3896560426123563,-0.03859320369532447,0.04482396461186406,0.038592127497001916,0.0,0.0 +3987,snp4096_m0_.13m1_.06,4,3987,3987,0.3896921049315769,-0.03860503726110038,0.044841121963466055,0.03858919425206403,0.0,0.0 +3523,snp2837_m0_.15m1_.06,4,3523,3523,0.3898346859702114,0.038600997929582374,0.044849927192169806,0.038577598575315064,0.0,0.0 +373,snp4380_m0_.56m1_.31,1,373,373,0.3898453785453748,0.03858681393757941,0.04483445904054271,0.03857672908475957,0.0,0.0 +1734,snp917_m0_.03m1_.03,2,1734,1734,0.38985863366602636,-0.038594958372396154,0.04484517701214076,0.03857565123518516,0.0,0.0 +3373,snp1840_m0_.11m1_.03,4,3373,3373,0.3898921728631868,0.03860595392188002,0.04486112947592015,0.038572924070702126,0.0,0.0 +4346,snp4854_m0_.1m1_.01,5,4346,4346,0.39004916097650555,0.03858609714798527,0.04485291869697166,0.038560160825190294,0.0,0.0 +4134,snp3600_m0_.1m1_.15,5,4134,4134,0.39053835747818577,-0.03852399186986086,0.044827008151366955,0.038520408754999576,0.0,0.0 +767,snp1643_m0_.45m1_.09,1,767,767,0.3908331734084006,0.03851685653130228,0.04484662094016392,0.038496466601622835,0.0,0.0 +3825,snp2234_m0_.12m1_.19,4,3825,3825,0.39091856300589556,0.038506140410983554,0.04484223098429952,0.038489534111379974,0.0,0.0 +3364,snp61_m0_.25m1_.21,4,3364,3364,0.3915780580904237,0.03846318402112517,0.04485465917285544,0.038436022810401975,0.0,0.0 +1257,snp658_m0_.72m1_.37,2,1257,1257,0.39170262948937384,-0.03845995993733466,0.044862707380272204,0.03842592123737656,0.0,0.0 +1802,snp2041_m0_.05m1_.23,2,1802,1802,0.39185760797171965,0.03851647330699472,0.044943346389443736,0.03841335664757968,0.0,0.0 +3467,snp4962_m0_.41m1_.09,4,3467,3467,0.3923671558807099,0.038375082455527454,0.04482661700267946,0.03837206717934427,0.0,0.0 +4006,snp2742_m0_.14m1_.27,5,4006,4006,0.3924263318492073,-0.038400141075878205,0.044861500293881224,0.03836727415933466,0.0,0.0 +4841,snp1872_m0_.2m1_.01,5,4841,4841,0.39289321786304454,0.03832926532444873,0.0448229246343698,0.03832947354506564,0.0,0.0 +1292,snp533_m0_.4m1_.17,2,1292,1292,0.39290262396892606,-0.038408256105516396,0.04491619126147678,0.038328712275081694,0.0,0.0 +2907,snp699_m0_.4m1_.55,3,2907,2907,0.393417212410455,-0.03831372151591198,0.04485442882810174,0.03828708154612007,0.0,0.0 +1443,snp663_m0_.31m1_.45,2,1443,1443,0.3934469625444017,-0.038293496796974476,0.04483357275811253,0.03828467573587861,0.0,0.0 +2360,snp4934_m0_.38m1_.47,3,2360,2360,0.3934479552031057,0.03828341153237643,0.044821859165832166,0.038284595464237195,0.0,0.0 +1969,snp177_m0_.32m1_.55,2,1969,1969,0.3937643131734353,-0.038257944226236566,0.04482202970235917,0.0382590193087639,0.0,0.0 +2644,snp694_m0_.13m1_.38,3,2644,2644,0.39408579893026696,-0.0382539947632477,0.04484789909041406,0.038233041297620854,0.0,0.0 +3171,snp4450_m0_.19m1_.46,4,3171,3171,0.3943624396793166,-0.038291771260878,0.044918476686959134,0.03821069727129293,0.0,0.0 +956,snp1903_m0_.2m1_.28,1,956,956,0.3949505610884808,-0.03818956756597986,0.044854391501434596,0.03816322662305688,0.0,0.0 +2660,snp4191_m0_.33m1_.46,3,2660,2660,0.39509837454270436,-0.038336396462165134,0.04504093853989252,0.03815130245525618,0.0,0.0 +1462,snp4407_m0_.24m1_.26,2,1462,1462,0.39527058327894904,-0.03813948495659214,0.04482593213448892,0.0381374137012428,0.0,0.0 +2802,snp821_m0_.39m1_.44,3,2802,2802,0.39530139984355006,-0.03814314161987451,0.044833155402513584,0.038134928708615776,0.0,0.0 +2552,snp1196_m0_.18m1_.22,3,2552,2552,0.3955626922081791,-0.038129908438087834,0.04484240789090701,0.038113863248998875,0.0,0.0 +4585,snp2866_m0_.25m1_.15,5,4585,4585,0.3956710964280714,0.03810429540797026,0.04482257581472084,0.0381051261325197,0.0,0.0 +3625,snp4710_m0_.25m1_.1,4,3625,3625,0.3958010744982794,0.03816476219392607,0.04490606501933078,0.03809465211676874,0.0,0.0 +2459,snp2809_m0_.06m1_.1,3,2459,2459,0.3958896805041171,-0.038087199300123824,0.044823213745012316,0.03808751317119096,0.0,0.0 +3784,snp3226_m0_.08m1_.12,4,3784,3784,0.3959182904190469,-0.03810776137544028,0.04485013044932925,0.0380852082888647,0.0,0.0 +2677,snp1201_m0_.46m1_.19,3,2677,2677,0.3959982967099084,0.03808206312326543,0.044827482370600934,0.03807876332542771,0.0,0.0 +4651,snp4603_m0_.15m1_.11,5,4651,4651,0.3961691610423219,0.0380637122152383,0.04482210298415947,0.03806500185268034,0.0,0.0 +3935,snp1479_m0_.63m1_.44,4,3935,3935,0.3963004032584202,-0.03809958100124161,0.0448768175232899,0.03805443398505766,0.0,0.0 +3008,snp3325_m0_.36m1_.46,4,3008,3008,0.3965775998982518,0.03819824916687552,0.04501947271152884,0.038032120516267295,0.0,0.0 +3657,snp2349_m0_.47m1_.29,4,3657,3657,0.3966022484147568,-0.03834443389599367,0.04519412291211011,0.03803013684168057,0.0,0.0 +727,snp1268_m0_.17m1_.38,1,727,727,0.39702588453579957,0.03800497629199436,0.04483426388623752,0.037996054845901975,0.0,0.0 +898,snp4642_m0_.68m1_.56,1,898,898,0.397287282059108,-0.038019561000461805,0.04487633011715113,0.037975036036151405,0.0,0.0 +2395,snp814_m0_.18m1_.09,3,2395,2395,0.3973358254072181,0.03797256175982878,0.04482546768200023,0.03797113361179716,0.0,0.0 +408,snp4012_m0_.4m1_.45,1,408,408,0.39762735333039656,0.03800159708344752,0.04488748073979008,0.0379477035613281,0.0,0.0 +702,snp16_m0_.13m1_.24,1,702,702,0.3978995512382165,-0.03792447201368645,0.04482224643845688,0.03792583637951545,0.0,0.0 +3652,snp4461_m0_.01m1_.25,4,3652,3652,0.39807415773784305,-0.03803340854190041,0.044967646449726915,0.03791181399364876,0.0,0.0 +1636,snp1407_m0_.18m1_.2,2,1636,1636,0.39847628703739324,-0.03787804063564521,0.044822171022616895,0.0378795336394006,0.0,0.0 +3391,snp837_m0_.02m1_.04,4,3391,3391,0.39862549609216935,0.03793508060136887,0.04490388118267861,0.03786756107205492,0.0,0.0 +81,snp2126_m0_.27m1_.14,1,81,81,0.3986603295743274,0.03786763041878103,0.04482735322482386,0.03786476641318539,0.0,0.0 +2443,snp3558_m0_.28m1_.12,3,2443,2443,0.3987314174314288,-0.03786123717731809,0.04482654603793658,0.03785906355330694,0.0,0.0 +4157,snp3349_m0_.46m1_.43,5,4157,4157,0.3988992094577487,0.038036808644854474,0.045050454994376134,0.03784560524369576,0.0,0.0 +2703,snp818_m0_.68m1_.27,3,2703,2703,0.39923081348908984,0.03782447154848436,0.044830504419492934,0.037819017843282204,0.0,0.0 +4048,snp2847_m0_.59m1_.24,5,4048,4048,0.39938596905743873,0.03780527980424994,0.04482251739433276,0.037806582305657865,0.0,0.0 +3226,snp2337_m0_.06m1_.03,4,3226,3226,0.3999438588815709,0.03777298345250776,0.04483730322511368,0.03776189201115711,0.0,0.0 +4223,snp354_m0_.02m1_.02,5,4223,4223,0.4001514191414369,0.0377633669408661,0.044845650900125066,0.037745274739035516,0.0,0.0 +2381,snp4184_m0_.48m1_.27,3,2381,2381,0.40043501414656446,0.03786757741536326,0.04499650039907139,0.03772257847464829,0.0,0.0 +4952,snp4368_m0_.04m1_.03,5,4952,4952,0.4007353394432557,0.03775187097325752,0.04488763982072908,0.0376985537725839,0.0,0.0 +2137,snp436_m0_.17m1_.17,3,2137,2137,0.40088165424733224,-0.0376923682154168,0.04483082408848394,0.03768685313890248,0.0,0.0 +3786,snp4217_m0_.1m1_.27,4,3786,3786,0.4011032204779883,-0.03767275664125636,0.04482859857548234,0.03766913959880903,0.0,0.0 +1905,snp3674_m0_.22m1_.25,2,1905,1905,0.40113875550804223,-0.03770106869675336,0.044865676251650645,0.03766629922739906,0.0,0.0 +4780,snp1741_m0_.08m1_.01,5,4780,4780,0.4011622739918478,-0.0376687683880691,0.04482947813436407,0.03766441944045744,0.0,0.0 +4443,snp861_m0_.05m1_.11,5,4443,4443,0.4012301571712593,0.03766716982948332,0.04483404302307587,0.037658994039161224,0.0,0.0 +857,snp147_m0_.4m1_.03,1,857,857,0.4012499376144598,0.03765599038630368,0.04482262066378994,0.037657413237774405,0.0,0.0 +1190,snp2649_m0_.53m1_.09,2,1190,1190,0.401798467220731,0.03763964207693189,0.044855429122255965,0.0376135947489244,0.0,0.0 +1653,snp2292_m0_.47m1_.38,2,1653,1653,0.40188049302624285,0.03761372618868148,0.04483236242794516,0.03760704531379528,0.0,0.0 +1524,snp2288_m0_.19m1_.46,2,1524,1524,0.4021357455335651,-0.03758552198734791,0.04482306526746309,0.037586669527600494,0.0,0.0 +3660,snp4711_m0_.19m1_.29,4,3660,3660,0.4022850166396268,-0.037574749678191556,0.04482444466781592,0.037574757396365205,0.0,0.0 +4440,snp1995_m0_.16m1_.18,5,4440,4440,0.4027469642949455,-0.037539609004756065,0.04482654505152067,0.03753790978746646,0.0,0.0 +1874,snp3055_m0_.25m1_.01,2,1874,1874,0.4033329054227667,0.03752774902072566,0.044868283115420064,0.037491208057903486,0.0,0.0 +1166,snp154_m0_.31m1_.39,2,1166,1166,0.40360161930070704,-0.03747057836240863,0.044825556892568404,0.0374698040952182,0.0,0.0 +2823,snp2065_m0_.34m1_.44,3,2823,2823,0.40387554138990933,0.03744972656962206,0.04482674113565967,0.037447994035577734,0.0,0.0 +4442,snp4229_m0_.14m1_.28,5,4442,4442,0.40400760363255883,-0.03743666235089097,0.044823703352836884,0.037437482209416874,0.0,0.0 +185,snp1504_m0_.21m1_.61,1,185,185,0.40414660894236565,-0.03743841801213486,0.04483907336160068,0.0374264199470428,0.0,0.0 +1678,snp3049_m0_.19m1_.45,2,1678,1678,0.4041769374605986,-0.03742912995126245,0.04483084406752613,0.03742400665730028,0.0,0.0 +2548,snp448_m0_.41m1_.4,3,2548,2548,0.4044382511873579,0.037435391830881785,0.04486330031900169,0.03740321797092995,0.0,0.0 +1631,snp2546_m0_.01m1_.25,2,1631,1631,0.40474850413537533,-0.03742014801157041,0.044874673144090334,0.03737854634786124,0.0,0.0 +1687,snp292_m0_.42m1_.43,2,1687,1687,0.40484525631799173,-0.03742752318744151,0.04489276821334875,0.037370854824730515,0.0,0.0 +213,snp4503_m0_.33m1_.48,1,213,213,0.40499036477905703,0.03739511502309027,0.044867762719943534,0.0373593211689996,0.0,0.0 +3351,snp1968_m0_.2m1_.48,4,3351,3351,0.40533449421967604,-0.03734515247500958,0.044840680063921445,0.03733197857196549,0.0,0.0 +3416,snp4328_m0_.16m1_.08,4,3416,3416,0.40567155326693494,0.03730685887453209,0.04482688672810285,0.037305211153454594,0.0,0.0 +1779,snp1926_m0_.3m1_.5,2,1779,1779,0.40570865744191786,-0.03730695449562283,0.044830546599155925,0.03730226534878057,0.0,0.0 +3815,snp2609_m0_.26m1_.24,4,3815,3815,0.40612075849194607,-0.03726811480693235,0.044823230459949764,0.0372695582690831,0.0,0.0 +3138,snp3702_m0_.41m1_.08,4,3138,3138,0.40633066424050934,0.037570065659288825,0.0452066200403557,0.03725290634782546,0.0,0.0 +762,snp3893_m0_.43m1_.35,1,762,762,0.4067397602565427,-0.0372626759109302,0.0448758809772978,0.03722046727414301,0.0,0.0 +1514,snp4659_m0_.17m1_.14,2,1514,1514,0.40688999137048065,0.03724963778555589,0.04487455525523763,0.03720855964258985,0.0,0.0 +377,snp4134_m0_.01m1_.02,1,377,377,0.4069245759412966,-0.03724136483634632,0.0448678985143565,0.03720581876765156,0.0,0.0 +3431,snp2078_m0_.18m1_.36,4,3431,3431,0.4069932800907966,-0.037264491097038235,0.044902340583242516,0.03720037427999457,0.0,0.0 +2735,snp3938_m0_.32m1_.14,3,2735,2735,0.4070148653230591,0.03719859245689374,0.044824998988869366,0.03719866386251701,0.0,0.0 +2755,snp4688_m0_.07m1_.07,3,2755,2755,0.4072092604981381,0.03718351985869445,0.044825421133915036,0.037183262385461234,0.0,0.0 +4648,snp2868_m0_.06m1_.18,5,4648,4648,0.4073171119771555,-0.037190396755280505,0.044844028633667855,0.037174719449327494,0.0,0.0 +3848,snp4736_m0_.37m1_.62,4,3848,3848,0.4073342579787067,-0.0371782705622121,0.044831046890047806,0.03717336143518098,0.0,0.0 +325,snp3133_m0_.33m1_.19,1,325,325,0.4073438193295913,0.03722352048700803,0.04488652672637616,0.037172604162608536,0.0,0.0 +4142,snp3115_m0_.41m1_.23,5,4142,4142,0.407445160015797,0.03717897013526572,0.04484250005573396,0.037164578485702406,0.0,0.0 +4312,snp4342_m0_.3m1_.31,5,4312,4312,0.40820895250278644,0.037111143107329984,0.04483371752006974,0.03710412805520423,0.0,0.0 +3331,snp1442_m0_.24m1_.51,4,3331,3331,0.40839804089675014,-0.03708785932381306,0.044823679886236735,0.037089173013216827,0.0,0.0 +1330,snp534_m0_.12m1_.21,2,1330,1330,0.40840039210892887,-0.03708888891189862,0.04482514924958829,0.03708898708121969,0.0,0.0 +4024,snp2963_m0_.38m1_.11,5,4024,4024,0.40852016380495604,0.03714545149084965,0.04490499225036704,0.03707951647096935,0.0,0.0 +1208,snp4904_m0_.06m1_.17,2,1208,1208,0.4086606168106347,-0.03710513888243869,0.04486971366394273,0.0370684126439139,0.0,0.0 +3870,snp4744_m0_.51m1_.32,4,3870,3870,0.4088673296718266,0.03709711854705031,0.04487982313777651,0.037052074614858904,0.0,0.0 +2162,snp3926_m0_.45m1_.43,3,2162,2162,0.4092298734449734,0.03702804315936328,0.04483095985124626,0.037023431961692735,0.0,0.0 +1918,snp4173_m0_.07m1_.13,2,1918,1918,0.4095177939423982,-0.036999481318907484,0.04482394361627013,0.0370006956182044,0.0,0.0 +1555,snp2289_m0_.26m1_.26,2,1555,1555,0.40989985218966707,-0.03698842364128714,0.04484714794601842,0.03697054008705304,0.0,0.0 +4470,snp3358_m0_.04m1_.05,5,4470,4470,0.40993128180936234,-0.03696962947891356,0.044827371812691016,0.036968060115864815,0.0,0.0 +2984,snp4693_m0_.29m1_.19,3,2984,2984,0.41006369651855124,0.03696877328456214,0.04483902228886085,0.03695761309875186,0.0,0.0 +1891,snp4920_m0_.35m1_.33,2,1891,1891,0.4104205042562812,0.03695323253947015,0.04485437344666584,0.03692947227153201,0.0,0.0 +2398,snp45_m0_.24m1_.32,3,2398,2398,0.4105194648923729,-0.03700723852915996,0.04492943215210808,0.03692166997984731,0.0,0.0 +779,snp4772_m0_.53m1_.38,1,779,779,0.4105839715877455,0.036927195536919616,0.044838438314437234,0.03691658471846053,0.0,0.0 +2399,snp3310_m0_.04m1_.02,3,2399,2399,0.41068496388315723,-0.03690781739121465,0.044824587643970376,0.036908624135114546,0.0,0.0 +3437,snp216_m0_.2m1_.14,4,3437,3437,0.4109815311803733,0.03696033772107972,0.04491685288538469,0.03688525431014464,0.0,0.0 +4003,snp4490_m0_.44m1_.1,5,4003,4003,0.41105196220830587,0.03688005640928825,0.04482604155356792,0.03687970573588912,0.0,0.0 +881,snp404_m0_.4m1_.37,1,881,881,0.411410927487745,0.03688354146320022,0.044864715920064004,0.036851435098746194,0.0,0.0 +1004,snp2644_m0_.45m1_.37,2,1004,1004,0.41153698268352146,0.03684106141819792,0.044825131543707195,0.03684151097012032,0.0,0.0 +201,snp3752_m0_.17m1_.17,1,201,201,0.4117843188710931,0.036841885144551695,0.044849864775416505,0.03682204380306616,0.0,0.0 +7,snp2375_m0_.34m1_.31,1,7,7,0.4120334965441578,-0.036810171551997756,0.044835161805097994,0.03680243868941225,0.0,0.0 +4478,snp984_m0_.1m1_.1,5,4478,4478,0.41217051160523654,0.036846288971832765,0.0448923173125235,0.03679166143366242,0.0,0.0 +742,snp3267_m0_.02m1_.06,1,742,742,0.4122219883754853,-0.036871992461636506,0.044928584162428536,0.03678761294937543,0.0,0.0 +2974,snp1696_m0_.14m1_.37,3,2974,2974,0.41234308555948485,0.03681430994263354,0.044869928544889304,0.03677809021923686,0.0,0.0 +1481,snp4280_m0_.13m1_.16,2,1481,1481,0.41267433600786363,0.037054424372254,0.04519462685338653,0.036752050089236765,0.0,0.0 +4698,snp2987_m0_.31m1_.08,5,4698,4698,0.4127065770833269,0.036754412456877605,0.044831802720037534,0.03674951622616794,0.0,0.0 +2571,snp2317_m0_.58m1_.38,3,2571,2571,0.4127276791693216,0.036752686848243406,0.044831723710930985,0.03674785785236783,0.0,0.0 +3882,snp4748_m0_.32m1_.58,4,3882,3882,0.41283256335652707,-0.03674482787130459,0.044832205843216504,0.03673961594176104,0.0,0.0 +604,snp4260_m0_.16m1_.15,1,604,604,0.41296628375134314,-0.03673829626785803,0.044837075638995284,0.036729109844981574,0.0,0.0 +2702,snp4192_m0_.12m1_.4,3,2702,2702,0.41297493175528666,-0.03672863842939409,0.044826119052674786,0.036728430460842995,0.0,0.0 +3306,snp2463_m0_.34m1_.41,4,3306,3306,0.41300852387400544,-0.036746866380311674,0.04485159257894725,0.036725791555556386,0.0,0.0 +951,snp3396_m0_.08m1_.47,1,951,951,0.41346911923051133,0.03669121586753118,0.044827877463946064,0.036689621215512024,0.0,0.0 +3295,snp4830_m0_.09m1_.05,4,3295,3295,0.4137606747846486,-0.03679327162605863,0.04498065751226075,0.03666673778514981,0.0,0.0 +2005,snp2799_m0_.21m1_.13,3,2005,2005,0.4138170635174836,0.036698476024149496,0.044870189547257563,0.0366623130797859,0.0,0.0 +2908,snp3822_m0_.01m1_.12,3,2908,2908,0.41384952221931526,-0.03666027385939904,0.044826598980379474,0.03665976627499905,0.0,0.0 +4700,snp4991_m0_.15m1_.16,5,4700,4700,0.414248429395189,-0.03670782387225884,0.04492313536410756,0.036628476468516705,0.0,0.0 +723,snp1772_m0_.36m1_.1,1,723,723,0.4144798030130614,0.036611703597264136,0.0448277341868727,0.03661033593849729,0.0,0.0 +2929,snp4691_m0_.32m1_.55,3,2929,2929,0.4145254770142338,-0.03673419204807024,0.04498211518611995,0.036606755637051645,0.0,0.0 +4715,snp4238_m0_.4m1_.23,5,4715,4715,0.4147641176574226,0.03669219511847917,0.04495368685513722,0.0365880528142533,0.0,0.0 +240,snp3007_m0_.04m1_.11,1,240,240,0.41481792041356635,0.03661961867572339,0.044869946305126425,0.036583837043296825,0.0,0.0 +3328,snp469_m0_.44m1_.29,4,3328,3328,0.4149067032571344,0.036633631109684886,0.04489566350893981,0.03657688107577242,0.0,0.0 +2088,snp1415_m0_.01m1_.03,3,2088,2088,0.4151149611057836,-0.03658401659160586,0.04485489127509267,0.03656056790913581,0.0,0.0 +2938,snp3089_m0_.23m1_.29,3,2938,2938,0.4151253573673993,0.03657221364066916,0.044841419912010363,0.03655975367990541,0.0,0.0 +4283,snp4592_m0_.34m1_.38,5,4283,4283,0.4155692158191734,-0.03652450164176951,0.04482558543000664,0.03652500213882617,0.0,0.0 +2957,snp3824_m0_.11m1_.26,3,2957,2957,0.41601534921611705,-0.03670860462675014,0.04509468564553904,0.03649009450087008,0.0,0.0 +4224,snp3232_m0_.17m1_.19,5,4224,4224,0.4161987992648263,-0.03648958035362367,0.04484328080670946,0.03647574687378862,0.0,0.0 +136,snp2252_m0_.29m1_.37,1,136,136,0.4165459392221339,-0.036530943375527,0.04492758590162708,0.03644860723928806,0.0,0.0 +4199,snp2854_m0_.47m1_.1,5,4199,4199,0.41675930467008204,0.03649392998906742,0.044902634278405434,0.036431932786728495,0.0,0.0 +662,snp3019_m0_.15m1_.11,1,662,662,0.41689042874574045,-0.036425352621553816,0.04483087913017111,0.03642168796580684,0.0,0.0 +541,snp3636_m0_.27m1_.04,1,541,541,0.41711822659923303,0.03640470085360484,0.04482739086881026,0.036403894454742944,0.0,0.0 +378,snp4011_m0_.5m1_.3,1,378,378,0.4171813210391141,-0.036397950608244654,0.04482515411399475,0.03639896709715153,0.0,0.0 +1436,snp4787_m0_.05m1_.18,2,1436,1436,0.4182224717791122,-0.036318512250168467,0.04482751440960985,0.0363177216172622,0.0,0.0 +2628,snp4942_m0_.44m1_.26,3,2628,2628,0.4184598160828177,0.0363215041760515,0.04485409123510452,0.036299217246926634,0.0,0.0 +1453,snp4657_m0_.18m1_.15,2,1453,1453,0.41860974565916764,0.03629038509783769,0.04483011311006399,0.03628753127452528,0.0,0.0 +270,snp4008_m0_.62m1_.31,1,270,270,0.41871972435882354,0.03628719491383001,0.04483677588816158,0.036278960757797026,0.0,0.0 +1282,snp4783_m0_.33m1_.31,2,1282,1282,0.4189179842661419,0.03626481269556682,0.04482823230255041,0.0362635139212837,0.0,0.0 +3296,snp4957_m0_.59m1_.42,4,3296,3296,0.41904295823163173,0.03627018950007393,0.04484693356387327,0.03625377914639971,0.0,0.0 +3535,snp3586_m0_.19m1_.46,4,3535,3535,0.4190929433771633,-0.036248471556706706,0.044824899844069954,0.036249886059071326,0.0,0.0 +2101,snp1551_m0_.1m1_.1,3,2101,2101,0.41912723115618034,0.036254048511273534,0.044835103428470455,0.03624721571679533,0.0,0.0 +730,snp2768_m0_.02m1_.07,1,730,730,0.419157475980949,-0.03626792280463182,0.04485518021578051,0.036244860347318233,0.0,0.0 +3672,snp2957_m0_.25m1_.35,4,3672,3672,0.4198697084609988,-0.036223036179177416,0.0448683832565759,0.03618942275162992,0.0,0.0 +2550,snp3814_m0_.48m1_.37,3,2550,2550,0.419997578859157,-0.03629467086441909,0.04496949163230169,0.036179475620010546,0.0,0.0 +4817,snp3371_m0_.25m1_.59,5,4817,4817,0.42040320037962453,0.03616517954657172,0.044848201059135034,0.0361479337595231,0.0,0.0 +1932,snp3057_m0_.04m1_.05,2,1932,1932,0.42070351778447534,-0.036139801547328196,0.04484572597409971,0.03612459201672095,0.0,0.0 +3732,snp848_m0_.22m1_.21,4,3732,3732,0.420806124300116,-0.036118129771289406,0.04482874020132307,0.03611661930702348,0.0,0.0 +2820,snp4441_m0_.14m1_.05,3,2820,2820,0.4208733837703824,0.03614176512644167,0.04486457544146176,0.03611139374329618,0.0,0.0 +1031,snp897_m0_.18m1_.18,2,1031,1031,0.4209436510824609,-0.03627280629725476,0.04503405977989971,0.036105935014460536,0.0,0.0 +1998,snp4050_m0_.37m1_.63,2,1998,1998,0.42117486297338413,-0.03608774412679793,0.04482662255791416,0.036087977039693284,0.0,0.0 +3095,snp2828_m0_.14m1_.22,4,3095,3095,0.42120107024039877,0.03609552999721926,0.044838825740294665,0.03608594191388963,0.0,0.0 +1655,snp2547_m0_.02m1_.11,2,1655,1655,0.42137175736725796,-0.03609492230952996,0.04485456558127289,0.036072689013804934,0.0,0.0 +4539,snp3864_m0_.14m1_.33,5,4539,4539,0.42141546367105065,-0.03614561510657124,0.044921791593228906,0.03606929596892481,0.0,0.0 +3601,snp2839_m0_.24m1_.07,4,3601,3601,0.4216922944010877,0.03604641757613139,0.04482524587320063,0.03604780958892784,0.0,0.0 +1114,snp2023_m0_.3m1_.28,2,1114,1114,0.4219646831735032,0.03602894889067457,0.04482983915288971,0.03602667602209238,0.0,0.0 +4772,snp743_m0_.34m1_.24,5,4772,4772,0.4221600330090868,0.03625313907316219,0.04512779664840213,0.036011524510981816,0.0,0.0 +538,snp4139_m0_.19m1_.46,1,538,538,0.4221920172435423,-0.03601384061244028,0.044833010591806485,0.03600904417499663,0.0,0.0 +1729,snp2549_m0_.33m1_.52,2,1729,1729,0.42219562305579406,-0.03603821712866185,0.044863705327612656,0.0360087645558105,0.0,0.0 +4731,snp4992_m0_.33m1_.23,5,4731,4731,0.42253106042096933,0.036011475717011444,0.04486285769918764,0.0359827585625851,0.0,0.0 +299,snp3379_m0_.16m1_.17,1,299,299,0.4229470390190049,-0.03599288945981704,0.04487995876184629,0.035950525063004724,0.0,0.0 +1751,snp3418_m0_.14m1_.11,2,1751,1751,0.42316929655226077,0.03593853772753652,0.04483368316296519,0.03593331027763617,0.0,0.0 +4808,snp1742_m0_.52m1_.53,5,4808,4808,0.42321078153123093,0.035934108448575176,0.04483217097616254,0.03593009767517839,0.0,0.0 +3137,snp577_m0_.12m1_.14,4,3137,3137,0.42361698951584537,-0.03593195990130233,0.0448688116257972,0.035898650577619345,0.0,0.0 +2863,snp203_m0_.41m1_.53,3,2863,2863,0.4237145078661062,-0.035893152477742205,0.04482978879112259,0.0358911036919545,0.0,0.0 +3298,snp3707_m0_.58m1_.37,4,3298,3298,0.424440243053943,0.03584929676419229,0.04484524054981745,0.035834971278355096,0.0,0.0 +1409,snp3535_m0_.09m1_.12,2,1409,1409,0.42450428696164,0.03583029014861323,0.04482766564080216,0.03583002045216454,0.0,0.0 +1733,snp2666_m0_.15m1_.31,2,1733,1733,0.4245906415956352,-0.03592952212528085,0.04496020232405994,0.03582334561502391,0.0,0.0 +2696,snp4944_m0_.31m1_.6,3,2696,2696,0.4247230750997357,0.03584509835317152,0.044867394532441415,0.035813110618443236,0.0,0.0 +2960,snp55_m0_.49m1_.44,3,2960,2960,0.4252924899889716,-0.03578426138427851,0.044846395522204756,0.03576912509977947,0.0,0.0 +3706,snp1077_m0_.01m1_.16,4,3706,3706,0.42538391142675225,-0.03585224984133066,0.04494048171428972,0.035762066275279704,0.0,0.0 +1497,snp2167_m0_.72m1_.54,2,1497,1497,0.42592956050735853,-0.035721177754943635,0.044829040719766684,0.03571995401399827,0.0,0.0 +1883,snp175_m0_.24m1_.13,2,1883,1883,0.4262857393785433,-0.03573785794959704,0.04488453879205288,0.035692481667978386,0.0,0.0 +422,snp3510_m0_.26m1_.36,1,422,422,0.4263773097845487,-0.03568431732585806,0.04482617396599923,0.035685420930610647,0.0,0.0 +2746,snp1203_m0_.35m1_.6,3,2746,2746,0.42638249629705216,0.035719070985246626,0.044870334517979275,0.03568502103955384,0.0,0.0 +4014,snp487_m0_.19m1_.2,5,4014,4014,0.42644820899232705,0.03575252880631794,0.044918749688838334,0.03567995469700168,0.0,0.0 +3083,snp3828_m0_.27m1_.68,4,3083,3083,0.42661124879975776,-0.035681955788323574,0.044845900130046676,0.035667386551199276,0.0,0.0 +2389,snp4430_m0_.24m1_.46,3,2389,2389,0.4268628639083365,-0.03565059619486374,0.04483089005863238,0.03564799593552555,0.0,0.0 +1413,snp3661_m0_.21m1_.21,2,1413,1413,0.42742378131584857,-0.03569830486854708,0.044945424092048325,0.035604792955952716,0.0,0.0 +4428,snp2861_m0_.06m1_.13,5,4428,4428,0.42793395312633875,0.0355643065287664,0.044826213590003695,0.0355655270868867,0.0,0.0 +4388,snp4595_m0_.23m1_.22,5,4388,4388,0.42829765661050545,0.03568245312185308,0.0450105793191951,0.03553755088124458,0.0,0.0 +4551,snp3483_m0_.26m1_.36,5,4551,4551,0.42836489948910206,0.035553229681842075,0.0448541088970735,0.035532380044251174,0.0,0.0 +697,snp768_m0_.17m1_.26,1,697,697,0.4284051575511957,0.03554100215406593,0.044842594162433094,0.035529284508648167,0.0,0.0 +614,snp3142_m0_.37m1_.42,1,614,614,0.42867400971927927,-0.035507227146946006,0.04482608922260101,0.03550861616729811,0.0,0.0 +2647,snp3689_m0_.27m1_.32,3,2647,2647,0.42890715577657923,0.03566332395788231,0.04504591200545174,0.035490698861856865,0.0,0.0 +836,snp3270_m0_.26m1_.32,1,836,836,0.42947454771003857,-0.03544941777392485,0.04483084874635296,0.03544711828970071,0.0,0.0 +3359,snp4959_m0_.33m1_.19,4,3359,3359,0.4294970857895778,0.03544572663248328,0.044828371919509315,0.0354453878607923,0.0,0.0 +3537,snp2469_m0_.24m1_.42,4,3537,3537,0.4296257548152559,-0.03543429293795639,0.04482641963898248,0.0354355099161746,0.0,0.0 +154,snp382_m0_.41m1_.57,1,154,154,0.42970259584308845,-0.035428339894450586,0.04482635947547024,0.03542961163363196,0.0,0.0 +4762,snp4240_m0_.55m1_.54,5,4762,4762,0.429770873036629,-0.03542698019141599,0.044831278438267744,0.03542437121965386,0.0,0.0 +2645,snp316_m0_.25m1_.2,3,2645,2645,0.4299715810049496,-0.03546203176791787,0.04489517888204367,0.035408969264401936,0.0,0.0 +406,snp4884_m0_.08m1_.09,1,406,406,0.430872393786801,-0.035343277398817596,0.04483240313750851,0.035339893771519075,0.0,0.0 +3251,snp467_m0_.15m1_.17,4,3251,3251,0.4310176676313996,-0.03534089166057642,0.04484352009568744,0.03532876181033003,0.0,0.0 +1013,snp4778_m0_.23m1_.08,2,1013,1013,0.43108281437445184,-0.03532728601332122,0.044832598055626435,0.03532377048755352,0.0,0.0 +2939,snp2210_m0_.07m1_.07,3,2939,2939,0.4312990724131104,-0.035400659225992503,0.044946818462402456,0.03530720465517865,0.0,0.0 +996,snp1904_m0_.02m1_.02,1,996,996,0.4314553489256914,-0.035320081835409925,0.04485973766724287,0.035295236525524916,0.0,0.0 +2800,snp1692_m0_.07m1_.29,3,2800,2800,0.43160283294791313,-0.03528805720786061,0.04483342549776805,0.035283944049147524,0.0,0.0 +1266,snp2652_m0_.14m1_.05,2,1266,1266,0.43160744921001326,0.03528309184698174,0.04482756658622102,0.035283590629696646,0.0,0.0 +4839,snp618_m0_.08m1_.14,5,4839,4839,0.43214710704629655,0.03540158236681996,0.04503088633125992,0.03524228964974352,0.0,0.0 +3623,snp4090_m0_.53m1_.34,4,3623,3623,0.43219704532524106,-0.03526394813183848,0.044860684364561615,0.03523846929008577,0.0,0.0 +678,snp3766_m0_.23m1_.21,1,678,678,0.4323325273248627,-0.035311547211447684,0.044934468301828054,0.035228105980076,0.0,0.0 +3565,snp4329_m0_.08m1_.1,4,3565,3565,0.43310464777096824,-0.03522348906465266,0.04489773330245832,0.035169080575257604,0.0,0.0 +1894,snp549_m0_.26m1_.28,2,1894,1894,0.43380383699605496,-0.03511516401527801,0.044827803287682814,0.03511568280590673,0.0,0.0 +1709,snp32_m0_.09m1_.16,2,1709,1709,0.43384095564789293,-0.0351114649870119,0.04482670255558841,0.03511284940526238,0.0,0.0 +2913,snp3203_m0_.4m1_.12,3,2913,2913,0.4341275716120355,0.03512586001728914,0.04487306903000534,0.035090975676618064,0.0,0.0 +3473,snp3957_m0_.14m1_.12,4,3473,3473,0.43440957476144126,-0.0350911529119557,0.04485626526787353,0.03506946210337242,0.0,0.0 +486,snp4764_m0_.18m1_.07,1,486,486,0.4351529912865365,0.03501201409815816,0.04482763850598552,0.035012786547907924,0.0,0.0 +1345,snp159_m0_.32m1_.23,2,1345,1345,0.4360439312909393,0.035055868110721936,0.044971039983639896,0.034944937640246414,0.0,0.0 +4087,snp498_m0_.39m1_.12,5,4087,4087,0.43606606604358567,0.035045340046944144,0.044959704258718494,0.0349432529989798,0.0,0.0 +1182,snp530_m0_.03m1_.01,2,1182,1182,0.43640002310673054,-0.03492201127043112,0.04483412915737956,0.03491784201282999,0.0,0.0 +3443,snp62_m0_.48m1_.22,4,3443,3443,0.4364586637958303,-0.03491358931333491,0.04482905077190176,0.03491338116222237,0.0,0.0 +1593,snp4662_m0_.04m1_.05,2,1593,1593,0.4366033534172403,0.03491519757508866,0.04484526889594383,0.03490237596357723,0.0,0.0 +257,snp2506_m0_.39m1_.4,1,257,257,0.436870510675163,-0.03488958442548382,0.04483850095345634,0.03488206128994237,0.0,0.0 +3747,snp4464_m0_.21m1_.33,4,3747,3747,0.43688229630723086,0.03488082339338305,0.04482839458629391,0.03488116527322015,0.0,0.0 +447,snp3886_m0_.22m1_.19,1,447,447,0.43701691600262427,-0.03489382045642299,0.04485827505355376,0.03487093163492525,0.0,0.0 +381,snp1763_m0_.38m1_.46,1,381,381,0.43733483045616206,0.034889897099272815,0.044884367271148036,0.03484677131534897,0.0,0.0 +3570,snp3222_m0_.41m1_.3,4,3570,3570,0.43773330417458844,0.03481634283371681,0.04482872885553687,0.03481650301893994,0.0,0.0 +1169,snp3402_m0_.36m1_.11,2,1169,1169,0.43816185074523695,-0.03480070986682917,0.04485056255194997,0.03478396800427322,0.0,0.0 +3186,snp209_m0_.26m1_.31,4,3186,3186,0.4384537072564705,-0.034763544295278996,0.044831243035640386,0.03476182086402687,0.0,0.0 +2610,snp2200_m0_.16m1_.14,3,2610,2610,0.4386236989053276,-0.03496232568823552,0.04510434525224914,0.03474892516910153,0.0,0.0 +4967,snp1121_m0_.19m1_.02,5,4967,4967,0.4390153506125648,0.03472555297933104,0.044837257437844,0.034719225068624286,0.0,0.0 +1571,snp1662_m0_.19m1_.39,2,1571,1571,0.4394101513147567,-0.0347027540070252,0.044846518219538854,0.034689301524236396,0.0,0.0 +4293,snp2243_m0_.28m1_.14,5,4293,4293,0.4396077566007508,0.03468011239196507,0.04483663266526417,0.03467432999876445,0.0,0.0 +4699,snp2496_m0_.22m1_.2,5,4699,4699,0.43974369564879856,-0.034687239162225464,0.04485918436434257,0.034664032839621675,0.0,0.0 +2572,snp3192_m0_.32m1_.58,3,2572,2572,0.43996442180512585,-0.034649082884432525,0.04483148357800975,0.03464731707541985,0.0,0.0 +2435,snp688_m0_.22m1_.18,3,2435,2435,0.44000517232449765,0.03474227804908895,0.04495607461632502,0.03464423153142241,0.0,0.0 +1324,snp2411_m0_.31m1_.33,2,1324,1324,0.4409423532263671,-0.034614887840295594,0.04488321875913206,0.03457331519739486,0.0,0.0 +1565,snp2908_m0_.27m1_.35,2,1565,1565,0.4411747795246429,-0.03456385848719388,0.04483987209395128,0.03455574086952748,0.0,0.0 +1328,snp4403_m0_.39m1_.2,2,1328,1328,0.44119460194623805,0.034573091537417326,0.04485379767607675,0.034554242291949915,0.0,0.0 +773,snp2396_m0_.52m1_.25,1,773,773,0.44140916403686303,-0.034542586010235285,0.044835290116403644,0.03453802383100399,0.0,0.0 +3653,snp2229_m0_.34m1_.28,4,3653,3653,0.44151144981000756,0.034546980786047614,0.044851044642938535,0.03453029377108959,0.0,0.0 +2553,snp2812_m0_.12m1_.13,3,2553,2553,0.44156940299488767,-0.03452553075349293,0.04482888901450867,0.03452591451909706,0.0,0.0 +4135,snp2356_m0_.23m1_.16,5,4135,4135,0.442624614400567,-0.03457127214983372,0.04499223905250856,0.03444623440035862,0.0,0.0 +1180,snp2159_m0_.06m1_.19,2,1180,1180,0.4426438743140959,-0.034443696163198,0.04482810088795537,0.03444478107156947,0.0,0.0 +4517,snp1356_m0_.13m1_.13,5,4517,4517,0.44266761412170486,-0.03466041209046305,0.04511250323711549,0.03444298974523294,0.0,0.0 +3169,snp4826_m0_.28m1_.49,4,3169,3169,0.4428820696836203,-0.03456537972920343,0.045009981761580636,0.03442681012859475,0.0,0.0 +2130,snp4802_m0_.37m1_.18,3,2130,2130,0.4430531292665325,0.0344201221027413,0.044837655801133455,0.034413907726444475,0.0,0.0 +2821,snp2206_m0_.27m1_.27,3,2821,2821,0.443324264436494,0.03439432228376114,0.04483071244066916,0.034393462801167875,0.0,0.0 +3012,snp4077_m0_.17m1_.14,4,3012,3012,0.4433260934344351,0.034396200068030035,0.04483333996759415,0.03439332490992223,0.0,0.0 +2753,snp2450_m0_.41m1_.39,3,2753,2753,0.44354656590760677,0.03441243716415732,0.04487621461401661,0.03437670549093913,0.0,0.0 +2450,snp933_m0_.35m1_.1,3,2450,2450,0.4435500058365651,0.03438183309768857,0.04483664333627617,0.0343764462231964,0.0,0.0 +2261,snp2436_m0_.27m1_.2,3,2261,2261,0.4442215350419565,-0.03432462026283187,0.04482808395875413,0.03432585491861315,0.0,0.0 +59,snp253_m0_.43m1_.36,1,59,59,0.44424979809897647,-0.03436009351550361,0.04487719797182129,0.03432372660665421,0.0,0.0 +1737,snp1542_m0_.35m1_.07,2,1737,1737,0.44432396512569106,-0.0344160023218899,0.04495754311419294,0.0343181419236052,0.0,0.0 +747,snp4893_m0_.33m1_.25,1,747,747,0.4445171999698677,-0.034303221887557106,0.04482924431378363,0.0343035940755606,0.0,0.0 +348,snp3010_m0_.61m1_.33,1,348,348,0.44467783507042435,-0.03429087386957905,0.0448289265037117,0.03429150326479672,0.0,0.0 +2177,snp2306_m0_.27m1_.56,3,2177,2177,0.44493480321504963,-0.034335082404777846,0.044912076031679043,0.034272166745747686,0.0,0.0 +72,snp379_m0_.07m1_.09,1,72,72,0.4450202368446181,0.034316940320069295,0.044896775028655286,0.03426573938269694,0.0,0.0 +3860,snp4741_m0_.06m1_.03,4,3860,3860,0.4450378377090276,-0.034265027857607135,0.04483059241084034,0.03426441531744762,0.0,0.0 +2659,snp2320_m0_.28m1_.34,3,2659,2659,0.44537177720982235,-0.034238851619804916,0.04482924307018554,0.03423929959294732,0.0,0.0 +4291,snp2857_m0_.21m1_.24,5,4291,4291,0.4453749344258161,-0.03427772010202995,0.044880445483117655,0.03423906218853903,0.0,0.0 +4286,snp1990_m0_.07m1_.12,5,4286,4286,0.44544659585342494,-0.034241445784362126,0.044840015697262384,0.034233673920285417,0.0,0.0 +2608,snp197_m0_.5m1_.44,3,2608,2608,0.44576521236079225,-0.03442560157668021,0.04511277162737571,0.0342097229034509,0.0,0.0 +1087,snp1907_m0_.22m1_.2,2,1087,1087,0.4460557723708276,-0.03418737620785533,0.04482923558130321,0.03418788942311452,0.0,0.0 +3927,snp2099_m0_.3m1_.58,4,3927,3927,0.44606211345058555,-0.034254407900536465,0.04491775957011286,0.03418741302695601,0.0,0.0 +3247,snp4573_m0_.41m1_.39,4,3247,3247,0.4460901102217918,-0.034186093987139614,0.044830940985733744,0.034185309715969524,0.0,0.0 +1310,snp283_m0_.28m1_.32,2,1310,1310,0.44626625278639376,0.03419627848991139,0.044861680624873,0.03417207838754162,0.0,0.0 +4216,snp2970_m0_.55m1_.2,5,4216,4216,0.44633870465011594,0.03417140799578431,0.04483620133047778,0.03416663687011454,0.0,0.0 +3594,snp219_m0_.22m1_.14,4,3594,3594,0.4464141969858145,0.034170926931758744,0.044843019715543976,0.03416096753050954,0.0,0.0 +4744,snp2498_m0_.52m1_.44,5,4744,4744,0.4466653342080985,0.03428085079751683,0.045012149093427836,0.03414211148806109,0.0,0.0 +2585,snp692_m0_.07m1_.03,3,2585,2585,0.4468141077428205,0.03413657284659637,0.04483738915900027,0.0341309440172906,0.0,0.0 +4890,snp3746_m0_.35m1_.37,5,4890,4890,0.44693107865584747,0.034121642673367106,0.04482932274274315,0.03412216524549049,0.0,0.0 +770,snp889_m0_.35m1_.5,1,770,770,0.4471960938517968,-0.03410239350025616,0.044830188377377025,0.03410228043692204,0.0,0.0 +4892,snp4245_m0_.5m1_.26,5,4892,4892,0.44720167796968213,0.03413081883746025,0.04486810745476647,0.034101861517312336,0.0,0.0 +789,snp1150_m0_.04m1_.04,1,789,789,0.4472154465961282,0.03410171253462408,0.04483120400492501,0.03410082860987761,0.0,0.0 +4749,snp1364_m0_.12m1_.05,5,4749,4749,0.4472642795206886,0.034105820053228666,0.04484142653349437,0.034097165362165165,0.0,0.0 +3584,snp3715_m0_.21m1_.2,4,3584,3584,0.44728509027954744,0.03412973568005847,0.04487492706352817,0.03409560429244457,0.0,0.0 +2128,snp3551_m0_.26m1_.34,3,2128,2128,0.4474509198052029,0.03408277809727881,0.044829558182251025,0.0340831664548436,0.0,0.0 +3803,snp3718_m0_.41m1_.34,4,3803,3803,0.44789209149528364,0.034069054089290174,0.0448550880419124,0.034050089634807934,0.0,0.0 +4376,snp2975_m0_.32m1_.56,5,4376,4376,0.44790258289147944,0.034062269440604045,0.04484719234096397,0.034049303267795636,0.0,0.0 +2165,snp927_m0_.29m1_.22,3,2165,2165,0.44792741680971104,0.03404613152341192,0.04482839822096944,0.03404744191993786,0.0,0.0 +2091,snp2303_m0_.16m1_.14,3,2091,2091,0.4483430129896807,0.03402035532148251,0.044835514524256354,0.03401630089120996,0.0,0.0 +4375,snp2245_m0_.33m1_.31,5,4375,4375,0.4485493939818418,-0.03404316811033799,0.04488600101870702,0.03400084263499047,0.0,0.0 +4504,snp3863_m0_.14m1_.23,5,4504,4504,0.44895524148519406,-0.0339711221447836,0.04483112053539164,0.03397045576539326,0.0,0.0 +553,snp141_m0_.5m1_.32,1,553,553,0.44904971078636857,-0.03400048552693896,0.044879223277529294,0.033963384830682564,0.0,0.0 +1962,snp4798_m0_.47m1_.3,2,1962,1962,0.44979284182803725,-0.033910309193202405,0.04483366526694204,0.03390779151312093,0.0,0.0 +4555,snp3733_m0_.42m1_.33,5,4555,4555,0.44987408968261766,-0.03390724291599313,0.04483765368686243,0.033901716545369096,0.0,0.0 +4834,snp1109_m0_.05m1_.07,5,4834,4834,0.44988557376311133,-0.03399368818689965,0.04495310546963036,0.03390085792140416,0.0,0.0 +1010,snp1157_m0_.09m1_.19,2,1010,1010,0.44996940169809196,-0.03390549526982556,0.04484477938531849,0.03389459077916001,0.0,0.0 +870,snp3271_m0_.49m1_.18,1,870,870,0.45007735280124805,0.03390159483178035,0.04485031080305118,0.03388652111284451,0.0,0.0 +4266,snp3233_m0_.44m1_.4,5,4266,4266,0.45029931231361775,0.033880757687701546,0.04484472254460057,0.033869932413271686,0.0,0.0 +3385,snp3837_m0_.09m1_.04,4,3385,3385,0.450623366130399,0.03386132558654112,0.0448510990771533,0.03384572173115775,0.0,0.0 +2284,snp2923_m0_.1m1_.51,3,2284,2284,0.45070645999669967,-0.03386508114427466,0.04486431001397716,0.03383951521272588,0.0,0.0 +2194,snp1675_m0_.41m1_.42,3,2194,2194,0.4510224140192238,-0.03381459764322701,0.04482872100615983,0.0338159215987143,0.0,0.0 +2391,snp1816_m0_.27m1_.5,3,2391,2391,0.4513269967299216,-0.033793728011717095,0.04483122979516029,0.03379318595593588,0.0,0.0 +8,snp1751_m0_.44m1_.45,1,8,8,0.4514362945108067,0.03378970848067313,0.04483673175412064,0.033785029509646715,0.0,0.0 +2298,snp811_m0_.38m1_.35,3,2298,2298,0.45159326497615226,0.033775700740696274,0.04483370446512664,0.033773317394069885,0.0,0.0 +3429,snp338_m0_.68m1_.46,4,3429,3429,0.4517013660328695,-0.03379061455126526,0.04486422598879352,0.033765252930851364,0.0,0.0 +2223,snp3805_m0_.55m1_.39,3,2223,2223,0.4517284516835549,0.03379127218172409,0.04486778700250647,0.033763232480635494,0.0,0.0 +3339,snp2075_m0_.18m1_.07,4,3339,3339,0.45180762361947524,0.03379405629224736,0.04487934239253392,0.03375732705303913,0.0,0.0 +607,snp2266_m0_.14m1_.19,1,607,607,0.4519944476430223,0.0337554861453724,0.0448466512298046,0.03374339417789932,0.0,0.0 +1194,snp1023_m0_.31m1_.14,2,1194,1194,0.45215817864846997,0.03374193905500161,0.044844895792679945,0.033731186191678315,0.0,0.0 +1289,snp2027_m0_.21m1_.36,2,1289,1289,0.45241004903433224,0.03371990160670399,0.04484059365923321,0.03371241128647322,0.0,0.0 +3003,snp207_m0_.32m1_.25,4,3003,3003,0.4526512832142131,0.033701008680198034,0.044839406916799045,0.033694434744228334,0.0,0.0 +3835,snp4723_m0_.04m1_.05,4,3835,3835,0.4527378618584741,0.03369549276284063,0.04484066197755776,0.03368798430153903,0.0,0.0 +2591,snp2574_m0_.24m1_.27,3,2591,2591,0.45276572356091105,-0.03368459119371943,0.04482891982355713,0.033685908645056876,0.0,0.0 +3902,snp1228_m0_m1_.1,4,3902,3902,0.4528130456787508,-0.03368156266595425,0.044829586117387805,0.033682383380613606,0.0,0.0 +3939,snp1481_m0_.39m1_.32,4,3939,3939,0.4539622778824306,-0.03360225580461569,0.044838041261897325,0.03359683482379759,0.0,0.0 +1178,snp4155_m0_.16m1_.07,2,1178,1178,0.4544100213645763,0.03356221554508161,0.04482909156799199,0.033563537884479404,0.0,0.0 +3329,snp3215_m0_.16m1_,4,3329,3329,0.4545843541966006,0.0335520443859924,0.04483283618919019,0.033550578417719294,0.0,0.0 +1619,snp4663_m0_.48m1_.23,2,1619,1619,0.45465472573793475,0.03355109176253863,0.04483856137473835,0.033545347964356875,0.0,0.0 +457,snp2138_m0_.04m1_.09,1,457,457,0.4546619527480317,-0.03355657809197321,0.044846612346266974,0.03354481083348876,0.0,0.0 +3957,snp2733_m0_.44m1_.59,4,3957,3957,0.45469177924145265,0.03355270377270779,0.04484440130224767,0.0335425940988508,0.0,0.0 +2496,snp2689_m0_.47m1_.43,3,2496,2496,0.4547389880931477,0.03354084089357264,0.04483324082199008,0.033539085657010186,0.0,0.0 +3517,snp2711_m0_.28m1_.34,4,3517,3517,0.4555163687185604,-0.033483813369201754,0.04483429048557607,0.033481342091718304,0.0,0.0 +4522,snp4599_m0_.28m1_.15,5,4522,4522,0.45612431176903045,0.03344472126168961,0.04484244389700167,0.03343622281401189,0.0,0.0 +3777,snp969_m0_.13m1_.14,4,3777,3777,0.4562629364424451,0.03342742649243667,0.04483305926264372,0.03342593932764288,0.0,0.0 +1138,snp781_m0_.33m1_.65,2,1138,1138,0.45669917430045015,0.033394181388787476,0.04483190758086245,0.0333935896561468,0.0,0.0 +2227,snp2435_m0_.32m1_.52,3,2227,2227,0.45694986136036186,-0.033396822469193004,0.04486044404074682,0.03337500753022229,0.0,0.0 +3692,snp222_m0_.13m1_.08,4,3692,3692,0.45781429889489056,-0.03331060647908201,0.04483074084043923,0.033310975022382526,0.0,0.0 +45,snp1755_m0_.12m1_.25,1,45,45,0.4578608182952526,-0.033308269026746,0.04483223528359398,0.033307531055181444,0.0,0.0 +2688,snp4559_m0_.36m1_.55,3,2688,2688,0.4581377453110532,-0.03330865633093538,0.04486039459252773,0.033287033388469923,0.0,0.0 +4389,snp3972_m0_.13m1_.07,5,4389,4389,0.4582131778068723,0.033343108225021234,0.04491433512734725,0.033281451204428006,0.0,0.0 +3275,snp2073_m0_.07m1_.04,4,3275,3275,0.4583047010413226,-0.03328611836145123,0.04484670349254279,0.03327467895743974,0.0,0.0 +512,snp4138_m0_.15m1_.42,1,512,512,0.4583758571077329,-0.03329095181270133,0.044860321231213286,0.03326941429826724,0.0,0.0 +797,snp2149_m0_.38m1_.39,1,797,797,0.45847501620436015,-0.03326883284707607,0.04484041349953919,0.033262078526996815,0.0,0.0 +3249,snp4956_m0_.23m1_.23,4,3249,3249,0.45858458867291463,0.03330322835470082,0.04489772501041797,0.033253973407915395,0.0,0.0 +3553,snp964_m0_.24m1_.29,4,3553,3553,0.4587466870730865,0.03324089071062467,0.04482986419978246,0.033241984909705126,0.0,0.0 +246,snp385_m0_.33m1_.26,1,246,246,0.4587740161197318,0.033348866123391864,0.044978221247102254,0.03323996393713552,0.0,0.0 +1964,snp3176_m0_.18m1_.17,2,1964,1964,0.459033469689903,0.033241201190000534,0.044858928780454194,0.033220780794513516,0.0,0.0 +3892,snp4468_m0_.3m1_.47,4,3892,3892,0.4593063942677894,-0.03336532204501248,0.045053817770609704,0.033200608185781896,0.0,0.0 +4542,snp1099_m0_.28m1_.59,5,4542,4542,0.4595392154404361,-0.03318785597573605,0.044837440523304774,0.033183405020659335,0.0,0.0 +966,snp2401_m0_.11m1_.13,1,966,966,0.460004739690242,0.0331542399139038,0.044838535198880584,0.03314902200058216,0.0,0.0 +254,snp633_m0_.45m1_.5,1,254,254,0.4602194661507143,0.033153858477373,0.04485949610101104,0.03313316912485924,0.0,0.0 +1311,snp1400_m0_.07m1_.04,2,1311,1311,0.46030736477729006,0.03314349460141683,0.04485426616157946,0.033126680914544626,0.0,0.0 +370,snp758_m0_.24m1_.2,1,370,370,0.46041643121132003,-0.03311868635875119,0.04483159827727149,0.03311863116955961,0.0,0.0 +514,snp882_m0_.18m1_.01,1,514,514,0.46064778636174797,0.03310781518706468,0.04484002166199992,0.0331015593166576,0.0,0.0 +366,snp4631_m0_.12m1_.14,1,366,366,0.4615928681449931,0.03303566202195612,0.044836798065462154,0.03303187067684978,0.0,0.0 +1368,snp3162_m0_.13m1_.55,2,1368,1368,0.46198522407054776,-0.033027632373016376,0.044865207243875896,0.0330029623981153,0.0,0.0 +175,snp2129_m0_.23m1_.24,1,175,175,0.46216219066481246,0.033055165383914564,0.044920368674145006,0.032989928199333524,0.0,0.0 +235,snp2884_m0_.36m1_.45,1,235,235,0.4625332486398215,-0.033003798983976596,0.04488777859293387,0.032962607514573965,0.0,0.0 +2807,snp570_m0_.4m1_.12,3,2807,2807,0.46272950817693426,0.03295063825357363,0.044835145652356446,0.03294816201979541,0.0,0.0 +4000,snp2741_m0_.23m1_.05,5,4000,4000,0.4627745921265003,0.03294573914819253,0.0448329991450273,0.03294484414019147,0.0,0.0 +817,snp3770_m0_.43m1_.26,1,817,817,0.46301198994832116,0.03296296949526801,0.04488026858021307,0.03292737619903214,0.0,0.0 +689,snp517_m0_.07m1_.11,1,689,689,0.463328845789423,0.03290805546653756,0.0448372724507146,0.032904069420734074,0.0,0.0 +2255,snp3806_m0_.02m1_.04,3,2255,2255,0.46344211262778867,0.032896157942937626,0.04483242325660947,0.032895740067516825,0.0,0.0 +183,snp504_m0_.4m1_.27,1,183,183,0.46350266784778493,-0.0329313911233027,0.044886522891343775,0.032891287455632294,0.0,0.0 +1228,snp1654_m0_.16m1_.09,2,1228,1228,0.4638789491025219,0.03286614052168235,0.04483533029019908,0.032863626816861974,0.0,0.0 +1155,snp2532_m0_.58m1_.22,2,1155,1155,0.46430296256217574,-0.03300394180374852,0.04506608456091979,0.032832472281041365,0.0,0.0 +4775,snp2873_m0_.37m1_.38,5,4775,4775,0.4644439642874665,0.032820867230039186,0.044830257134913926,0.0328221156289561,0.0,0.0 +571,snp3264_m0_.69m1_.51,1,571,571,0.46482067903950275,0.03280437341974057,0.044845563124249026,0.03279445428118786,0.0,0.0 +694,snp2767_m0_.32m1_.32,1,694,694,0.4648500484365925,0.03279242856317163,0.04483218436179479,0.03279229827254466,0.0,0.0 +2322,snp4303_m0_.29m1_.41,3,2322,2322,0.4652122257424305,0.0327676888296659,0.04483474327904377,0.03276571702741428,0.0,0.0 +1604,snp3666_m0_.64m1_.44,2,1604,1604,0.46591299775248907,-0.03277948191287072,0.04492142249773258,0.03271431787487774,0.0,0.0 +1844,snp4291_m0_.46m1_.23,2,1844,1844,0.4659422461824213,-0.03272596954299131,0.044851031476591155,0.032712173537058895,0.0,0.0 +3638,snp1713_m0_.71m1_.64,4,3638,3638,0.46618890057513473,-0.03272404021358327,0.04487321583836022,0.03269409312507578,0.0,0.0 +2612,snp450_m0_.43m1_.55,3,2612,2612,0.4662735688191181,0.03275113130283982,0.04491889931806818,0.032687887942342855,0.0,0.0 +2090,snp2677_m0_.66m1_.39,3,2090,2090,0.4664595169088763,-0.03269179986500479,0.04485624279473106,0.03267426233098907,0.0,0.0 +2590,snp567_m0_.05m1_.3,3,2590,2590,0.4666736696219581,-0.03266693015185086,0.04484367398321798,0.03265857370915554,0.0,0.0 +2670,snp1689_m0_.31m1_.14,3,2670,2670,0.46672274785956147,-0.03267325553941227,0.04485730008575447,0.03265497884568933,0.0,0.0 +3823,snp3227_m0_.36m1_.41,4,3823,3823,0.4669244638699396,-0.03263907261021313,0.04483067305050902,0.032640205825970645,0.0,0.0 +2901,snp2824_m0_.15m1_.21,3,2901,2901,0.4669550254890943,-0.03263671235370311,0.04483050818452789,0.0326379679010358,0.0,0.0 +2295,snp3554_m0_.03m1_.1,3,2295,2295,0.4670022455910121,-0.032633639246149024,0.04483104128382891,0.032634510290494446,0.0,0.0 +4005,snp4102_m0_.51m1_.37,5,4005,4005,0.4679835810255488,0.03259839863744476,0.04488149646362446,0.032562697388268176,0.0,0.0 +4862,snp4611_m0_.11m1_.17,5,4862,4862,0.46805530178000576,-0.03269340792579865,0.04501956472219092,0.03255745221680077,0.0,0.0 +4222,snp3473_m0_.28m1_.29,5,4222,4222,0.46806951779156103,-0.03256472268738881,0.044843795680127294,0.0325564126064594,0.0,0.0 +1133,snp3653_m0_.21m1_.15,2,1133,1133,0.4683823166587092,-0.03253623561190259,0.04483609719384673,0.0325335421806527,0.0,0.0 +3579,snp3463_m0_.14m1_.17,4,3579,3579,0.4688245977249764,-0.032527660545902226,0.04486890640797551,0.03250121898963656,0.0,0.0 +383,snp3758_m0_.33m1_.32,1,383,383,0.46955458488749047,-0.03244672150352434,0.04483087359972074,0.0324479061672125,0.0,0.0 +4922,snp1114_m0_.08m1_.1,5,4922,4922,0.4695652789467176,-0.03246518583585332,0.04485746571207532,0.032447125492549106,0.0,0.0 +4203,snp1347_m0_.18m1_.19,5,4203,4203,0.46965304261190144,-0.03262803870214261,0.04509139345849261,0.03244071904669136,0.0,0.0 +2818,snp3320_m0_.66m1_.36,3,2818,2818,0.4698044383487189,-0.0324426659116,0.04485050429250734,0.032429669228742804,0.0,0.0 +4849,snp3372_m0_.54m1_.48,5,4849,4849,0.4698807424383834,-0.03245439865189396,0.04487443764911656,0.03242410081751225,0.0,0.0 +1362,snp3408_m0_.28m1_.05,2,1362,1362,0.4704135294309508,0.03241189093886289,0.044869504607179145,0.0323852337195014,0.0,0.0 +1051,snp2645_m0_.28m1_.57,2,1051,1051,0.47074362635733014,-0.03237414503202419,0.044850618717018884,0.03236116512983072,0.0,0.0 +4295,snp1725_m0_.09m1_.04,5,4295,4295,0.47082069300113694,-0.03235469323296293,0.044831461377087434,0.03235554725290009,0.0,0.0 +3644,snp718_m0_.58m1_.41,4,3644,3644,0.4714030798259278,0.03232489739063069,0.04484906106393679,0.03231310972590276,0.0,0.0 +2799,snp1319_m0_.51m1_.33,3,2799,2799,0.47194954013806967,0.0322995173040664,0.04486916132989212,0.032273316308539426,0.0,0.0 +3068,snp4202_m0_.37m1_.22,4,3068,3068,0.47213872585089434,0.03229725437351381,0.04488518972623328,0.03225954564408614,0.0,0.0 +4324,snp4593_m0_.09m1_.33,5,4324,4324,0.47214393040998837,-0.03226812640554007,0.044845236182782335,0.03225916685157534,0.0,0.0 +3878,snp2091_m0_.11m1_.09,4,3878,3878,0.47214553551995364,-0.032257974181459315,0.04483128945597252,0.03225905003068476,0.0,0.0 +2171,snp4803_m0_.43m1_.26,3,2171,2171,0.47234725388837284,0.032248809853973916,0.04483897828981543,0.0322443705796645,0.0,0.0 +2423,snp2569_m0_.26m1_.34,3,2423,2423,0.47246870201091173,-0.03233799136046656,0.04497531492111993,0.03223553421600458,0.0,0.0 +258,snp2755_m0_.04m1_.05,1,258,258,0.4725693747498443,-0.032237680626687346,0.04484600337924469,0.032228210380072175,0.0,0.0 +2503,snp4938_m0_.16m1_.22,3,2503,2503,0.47273118426831373,0.03222615047650501,0.044846358547679745,0.032216440702133614,0.0,0.0 +2514,snp690_m0_.28m1_.31,3,2514,2514,0.47273276135350073,-0.032227152105476796,0.044847912270180514,0.03221632599921534,0.0,0.0 +3616,snp1447_m0_.33m1_.34,4,3616,3616,0.4727998528317926,-0.03229825921031565,0.044953681942328766,0.03221144656617675,0.0,0.0 +4630,snp3867_m0_.43m1_.27,5,4630,4630,0.4728432540911546,-0.03221805860553843,0.044846455255741734,0.03220829027921928,0.0,0.0 +1385,snp4277_m0_.63m1_.5,2,1385,1385,0.4729105438113532,0.03220420746458148,0.044833993378514625,0.032203397056583566,0.0,0.0 +947,snp19_m0_.1m1_.13,1,947,947,0.4729578166110988,-0.032199275868464064,0.04483191804231214,0.03219995966735941,0.0,0.0 +649,snp1384_m0_.11m1_.08,1,649,649,0.47306154371558773,0.03221319541491537,0.044861816851633346,0.03219241792652809,0.0,0.0 +4036,snp2478_m0_.01m1_.04,5,4036,4036,0.4731380517787429,-0.03221416964642757,0.04487093435394481,0.03218685579613713,0.0,0.0 +3566,snp2470_m0_.09m1_.09,4,3566,3566,0.47334163528551754,-0.03228086064743119,0.04498453121708992,0.032172057693286356,0.0,0.0 +2920,snp2328_m0_.24m1_.29,3,2920,2920,0.47335929662603526,0.032195491711069675,0.04486735853658276,0.03217077408817468,0.0,0.0 +1076,snp779_m0_.38m1_.48,2,1076,1076,0.47363367194064443,0.03215222617195389,0.04483487931736849,0.03215083619051254,0.0,0.0 +4348,snp1992_m0_.25m1_.16,5,4348,4348,0.4737714701975221,-0.03219840849752275,0.04491327784443725,0.03214082526023833,0.0,0.0 +1224,snp2026_m0_.19m1_.18,2,1224,1224,0.47386326379124055,-0.03220476664453003,0.04493147775992004,0.032134157416660196,0.0,0.0 +371,snp4760_m0_.36m1_.34,1,371,371,0.4738796366036159,0.03213290503864226,0.04483287872989879,0.032132968177649116,0.0,0.0 +365,snp2510_m0_.09m1_.07,1,365,365,0.4739492218000301,0.03221210499820383,0.04495045848785717,0.032127914109023575,0.0,0.0 +177,snp4128_m0_.03m1_,1,177,177,0.47403794811705213,0.032479383187809505,0.04533253396979685,0.03212147038421097,0.0,0.0 +1433,snp3909_m0_.45m1_.61,2,1433,1433,0.4743042992202293,0.032102387870823285,0.04483337046536008,0.032102130675565374,0.0,0.0 +4598,snp1247_m0_.09m1_.04,5,4598,4598,0.47465658713828784,0.03207774668694433,0.04483470637625547,0.03207656024395518,0.0,0.0 +2098,snp181_m0_.25m1_.33,3,2098,2098,0.47469142580998336,0.03207286278767256,0.04483141729908716,0.03207403208195936,0.0,0.0 +4282,snp1604_m0_.55m1_.28,5,4282,4282,0.4749841045002361,0.0320529411670529,0.044833283840270195,0.03205279707452647,0.0,0.0 +3207,snp2591_m0_.71m1_.29,4,3207,3207,0.47537185659255954,-0.03202341479000624,0.044831358301343154,0.032024675136208124,0.0,0.0 +4009,snp4103_m0_.21m1_.19,5,4009,4009,0.4759977616270231,0.03200324474598437,0.04486674658852119,0.031979307478703554,0.0,0.0 +2720,snp1202_m0_.37m1_.33,3,2720,2720,0.4764684731374672,0.032001091430098584,0.04491166279149222,0.03194521023530327,0.0,0.0 +2333,snp442_m0_.08m1_.13,3,2333,2333,0.47647644535724876,0.03209892187712572,0.045049777104814503,0.03194463290481434,0.0,0.0 +4624,snp242_m0_.15m1_.15,5,4624,4624,0.47649124824021694,-0.03198090321680912,0.04488564959453491,0.03194356092682798,0.0,0.0 +657,snp2518_m0_.06m1_.11,1,657,657,0.4768149871015036,-0.0319432359136739,0.04486573824730779,0.03192012132845803,0.0,0.0 +2334,snp2566_m0_.35m1_.27,3,2334,2334,0.4769525079962198,0.031967717347833095,0.04491414426677485,0.031910167060803664,0.0,0.0 +4819,snp745_m0_.18m1_.3,5,4819,4819,0.47726190736791396,0.03190465934996248,0.04485705472014575,0.03188777732271258,0.0,0.0 +3944,snp4482_m0_.31m1_.5,4,3944,3944,0.4774008708526061,-0.031882775610341134,0.0448404384176188,0.0318777237839852,0.0,0.0 +648,snp3765_m0_.33m1_.34,1,648,648,0.4775669816256385,0.03188773860436908,0.04486434606296152,0.03186570832502969,0.0,0.0 +1373,snp1533_m0_.06m1_.06,2,1373,1373,0.4776485296684354,0.031911180948763794,0.04490564799562263,0.031859810461964864,0.0,0.0 +1886,snp3795_m0_.32m1_.43,2,1886,1886,0.47776009445106093,0.031864205400118736,0.04485091284500239,0.03185174256408739,0.0,0.0 +1463,snp163_m0_.27m1_.35,2,1463,1463,0.4779822100343114,0.03183851668732046,0.044837383949898786,0.031835683152980195,0.0,0.0 +1831,snp4537_m0_.36m1_.1,2,1831,1831,0.47811046399914015,0.031839971753581296,0.04485250825388787,0.03182641198151349,0.0,0.0 +3759,snp3593_m0_.7m1_.49,4,3759,3759,0.4784447770613346,-0.03184344627778989,0.044891515686848064,0.031802251661011256,0.0,0.0 +1614,snp2420_m0_.06m1_.01,2,1614,1614,0.4787864020552761,0.031778030366297026,0.044834122604404794,0.03177757241635537,0.0,0.0 +4185,snp71_m0_.38m1_.47,5,4185,4185,0.47884926015011875,-0.031771982336954926,0.04483200107717519,0.03177303254530932,0.0,0.0 +4117,snp973_m0_.7m1_.4,5,4117,4117,0.4789317012943788,-0.031767366105448794,0.04483389695070551,0.031767078797422514,0.0,0.0 +1144,snp22_m0_.37m1_.34,2,1144,1144,0.4789713198838639,0.031788368327880255,0.044867582705091516,0.03176421781421156,0.0,0.0 +3375,snp1588_m0_.32m1_.51,4,3375,3375,0.47960343480321754,-0.03172503278082319,0.04484266980850473,0.031718588212444374,0.0,0.0 +609,snp4384_m0_.15m1_.26,1,609,609,0.4800425495121333,-0.032038984473067356,0.04533175395631824,0.0316869097020592,0.0,0.0 +4894,snp3495_m0_.29m1_.27,5,4894,4894,0.4805080288360478,0.03165511136392319,0.044836153213602056,0.0316533463961473,0.0,0.0 +2582,snp2445_m0_.09m1_.05,3,2582,2582,0.4807539162058089,-0.0316491052382039,0.0448527841594751,0.03163562386024588,0.0,0.0 +2905,snp322_m0_.15m1_.25,3,2905,2905,0.48123758817410833,-0.031599607432170204,0.044832068380150386,0.03160077716060913,0.0,0.0 +2886,snp2933_m0_.14m1_.23,3,2886,2886,0.48130443563068837,-0.03163150542090953,0.04488416903846707,0.031595962554839895,0.0,0.0 +1635,snp3667_m0_.26m1_.3,2,1635,1635,0.48151769137405054,0.031583459865117354,0.04483780877018912,0.031580605497282116,0.0,0.0 +1774,snp428_m0_.2m1_.23,2,1774,1774,0.4816901774673189,-0.03162275773877737,0.04491127650909172,0.0315681870590988,0.0,0.0 +2296,snp4058_m0_.5m1_.26,3,2296,2296,0.4822554003764692,0.03152936868065638,0.044836475242796346,0.03152750973710225,0.0,0.0 +3000,snp3091_m0_.32m1_.25,4,3000,3000,0.4823971525029884,-0.03157678907561764,0.04491845269965948,0.03151731233477801,0.0,0.0 +1791,snp2913_m0_.4m1_.22,2,1791,1791,0.48284464803628835,0.031524883558699326,0.04489049820840047,0.031485130930236534,0.0,0.0 +3814,snp1848_m0_.3m1_.06,4,3814,3814,0.482963160672521,0.031498866214647696,0.04486560322996593,0.03147661086270824,0.0,0.0 +1187,snp413_m0_.34m1_.28,2,1187,1187,0.4831021140995172,0.03146854270896311,0.044836653414380395,0.03146662271492851,0.0,0.0 +3022,snp3698_m0_.17m1_.32,4,3022,3022,0.483170467403372,-0.03153734409695236,0.04494170574212727,0.0314617099638822,0.0,0.0 +4066,snp4218_m0_.24m1_.51,5,4066,4066,0.4832017213020907,-0.03146030523348252,0.04483512708129828,0.031459463780490304,0.0,0.0 +2776,snp2324_m0_.06m1_.09,3,2776,2776,0.48337170365326954,-0.03145611914205118,0.0448465916008676,0.03144724871221809,0.0,0.0 +4255,snp2971_m0_.13m1_.17,5,4255,4255,0.4833893679299174,-0.031669941670312264,0.04515325990276668,0.03144597947646948,0.0,0.0 +580,snp1895_m0_.41m1_.42,1,580,580,0.4838043559136387,-0.03142667622268428,0.04484898460717896,0.031416168456901726,0.0,0.0 +4973,snp105_m0_.32m1_.24,5,4973,4973,0.4838832005718988,0.0314106510993046,0.044834203864509,0.03141050614680961,0.0,0.0 +109,snp502_m0_.36m1_.29,1,109,109,0.4841565719000698,0.031422348292198615,0.044878972693198974,0.03139087756711782,0.0,0.0 +395,snp3509_m0_.09m1_.09,1,395,395,0.48449354461407335,0.03137999369426346,0.04485307359855207,0.03136669053011402,0.0,0.0 +4136,snp1851_m0_.25m1_.43,5,4136,4136,0.4849214736644196,-0.03137316393352607,0.04488729154561079,0.03133598797851864,0.0,0.0 +1628,snp4284_m0_.43m1_.74,2,1628,1628,0.48503882943854815,0.031327456352478515,0.04483395017213647,0.0313275706313381,0.0,0.0 +2011,snp925_m0_.48m1_.35,3,2011,2011,0.4851024762531637,0.03132460954313071,0.04483641533594218,0.03132300602118954,0.0,0.0 +874,snp892_m0_.36m1_.32,1,874,874,0.4857191675723559,0.03127776566115552,0.04483270681403038,0.03127879500129875,0.0,0.0 +1568,snp4410_m0_.03m1_.02,2,1568,1568,0.48579550828325413,0.03127904931696713,0.0448423975993655,0.03127332419121031,0.0,0.0 +4317,snp233_m0_.46m1_.43,5,4317,4317,0.4858466315393568,0.03128800434323737,0.04486049589030773,0.03126966080074487,0.0,0.0 +1848,snp2296_m0_.6m1_.55,2,1848,1848,0.48586069995550163,0.03127235810302763,0.04483950939410169,0.03126865272261424,0.0,0.0 +71,snp2000_m0_.13m1_.11,1,71,71,0.48597939391397615,0.03138248859801584,0.0450096724234941,0.03126014828498854,0.0,0.0 +2819,snp3820_m0_.52m1_.45,3,2819,2819,0.4861612453432106,0.03125813522508893,0.04485003051196928,0.031247120778800732,0.0,0.0 +2377,snp3071_m0_.16m1_.17,3,2377,2377,0.4864578347899299,-0.03122569055013938,0.04483398547313664,0.031225879284719964,0.0,0.0 +769,snp2148_m0_.3m1_.17,1,769,769,0.4867782082892582,0.03121569357640515,0.044852610492410745,0.03120294223645043,0.0,0.0 +2249,snp439_m0_.42m1_.41,3,2249,2249,0.4870052934482808,-0.03118772133452049,0.04483579534557338,0.031186689064956363,0.0,0.0 +1348,snp3534_m0_.06m1_.03,2,1348,1348,0.48713147120638056,0.031191837180453784,0.044854711287117106,0.03117765990529109,0.0,0.0 +2380,snp3929_m0_.17m1_.11,3,2380,2380,0.48721353889642915,-0.031171510108273362,0.04483393265327622,0.031171787895804687,0.0,0.0 +174,snp3005_m0_.45m1_.27,1,174,174,0.4876728804647984,0.031148221813846484,0.04484775454601284,0.031138931461414228,0.0,0.0 +2664,snp3195_m0_.32m1_.39,3,2664,2664,0.4877459599477503,-0.031138487650837342,0.04484127178063559,0.03113370566449929,0.0,0.0 +635,snp2392_m0_.36m1_.36,1,635,635,0.4878779025962314,-0.031123282513250368,0.04483297366178198,0.03112427172351001,0.0,0.0 +161,snp2253_m0_.37m1_.07,1,161,161,0.48859572372695903,0.031081407224018063,0.044846642202060735,0.03107297130663839,0.0,0.0 +3273,snp59_m0_.41m1_.12,4,3273,3273,0.48863608616385956,-0.03107934533099483,0.04484783275768467,0.03107008793379024,0.0,0.0 +3585,snp3588_m0_.5m1_.25,4,3585,3585,0.4888150097995898,0.031075455862332166,0.04486069083109122,0.031057307700445704,0.0,0.0 +567,snp2636_m0_.38m1_.34,1,567,567,0.48901127386807497,-0.03104677044538126,0.04483953570221054,0.03104329175728465,0.0,0.0 +3458,snp2950_m0_.58m1_.45,4,3458,3458,0.48920072834512307,-0.031033304966200354,0.04483964530730472,0.031029764977808533,0.0,0.0 +2176,snp184_m0_.43m1_.57,3,2176,2176,0.4893368237748761,0.0310227453141145,0.04483844003737468,0.03102004969423897,0.0,0.0 +972,snp1649_m0_.33m1_.19,1,972,972,0.48944797762382286,0.03101105663952355,0.04483302351712622,0.031012115961961257,0.0,0.0 +4456,snp3239_m0_.1m1_.27,5,4456,4456,0.48957827675052223,0.031002527421922586,0.04483414923886023,0.031002816944958874,0.0,0.0 +2362,snp1815_m0_.05m1_.1,3,2362,2362,0.4900791381412757,-0.030966755844548485,0.044834141808280735,0.030967084484553944,0.0,0.0 +3466,snp3219_m0_m1_.07,4,3466,3466,0.4901377288701143,0.03102677524237643,0.044927107093687836,0.030962905783996186,0.0,0.0 +728,snp2520_m0_.13m1_.1,1,728,728,0.49014193109933835,0.03099722043040513,0.04488474626670294,0.030962606090602068,0.0,0.0 +48,snp1878_m0_.58m1_.36,1,48,48,0.49034105103789494,0.031200200480323313,0.045199414390649215,0.03094840689025079,0.0,0.0 +4954,snp1118_m0_.32m1_.26,5,4954,4954,0.4903484016415067,-0.030998898794112772,0.04490855193170039,0.03094788277944878,0.0,0.0 +910,snp18_m0_.42m1_.36,1,910,910,0.49098372695188197,-0.030906777399854677,0.044840769501089554,0.030902598881731046,0.0,0.0 +1474,snp1660_m0_.43m1_.58,2,1474,1474,0.4910934015045548,0.030898639166837757,0.04484031143367091,0.030894784818693347,0.0,0.0 +1379,snp160_m0_.1m1_.3,2,1379,1379,0.4914751353535063,0.03095167276649453,0.0449568782822062,0.030867594432430447,0.0,0.0 +1337,snp1914_m0_.26m1_.06,2,1337,1337,0.49207388998327417,0.030829553676895483,0.04484148348761806,0.030824968709141094,0.0,0.0 +306,snp2508_m0_.31m1_.12,1,306,306,0.49229535722575524,-0.030814760524951336,0.044842914769262596,0.03080920934489849,0.0,0.0 +4734,snp89_m0_.36m1_.37,5,4734,4734,0.4924087265652407,-0.030810280658087406,0.04484814775966525,0.030801143574948765,0.0,0.0 +2641,snp2201_m0_.14m1_.16,3,2641,2641,0.49279296269521644,0.030772760793812626,0.044833350779944,0.030773814109341602,0.0,0.0 +3528,snp4837_m0_.01m1_.11,4,3528,3528,0.4929057836575318,-0.030868338556055242,0.04498433770127933,0.030765791684260115,0.0,0.0 +4690,snp3366_m0_.21m1_.28,5,4690,4690,0.493033099942762,0.030763219140566584,0.04484435418351577,0.030756739709971653,0.0,0.0 +1248,snp1531_m0_.25m1_.31,2,1248,1248,0.49334497533987764,0.030821433353523296,0.04496165224881619,0.030734571165974382,0.0,0.0 +4506,snp4231_m0_.37m1_.36,5,4506,4506,0.4933625140638269,-0.03081930666703376,0.04496037499683701,0.030733324710972402,0.0,0.0 +207,snp4755_m0_.04m1_.02,1,207,207,0.49372011318124676,-0.03071654789957338,0.04484757962383969,0.030707915748479135,0.0,0.0 +3643,snp4331_m0_.29m1_.25,4,3643,3643,0.4940800490018339,0.030684577749052016,0.044838265852747625,0.03068235066863687,0.0,0.0 +4789,snp91_m0_.4m1_.65,5,4789,4789,0.49422184131436864,-0.03067130504531738,0.044833596798259115,0.030672282346023916,0.0,0.0 +3934,snp2101_m0_.4m1_.5,4,3934,3934,0.4942585706300815,0.03068994303180539,0.04486465882083734,0.030669674539064128,0.0,0.0 +4905,snp2996_m0_.32m1_.22,5,4905,4905,0.4944504566902511,0.030756050505278017,0.04498129711816606,0.030656052175099383,0.0,0.0 +450,snp4507_m0_.05m1_.02,1,450,450,0.49450701099717775,-0.0307043220862979,0.044911529967259445,0.030652037812828402,0.0,0.0 +4083,snp2965_m0_.16m1_.15,5,4083,4083,0.494637009810997,0.030736729153442093,0.04497248220934023,0.030642811108516153,0.0,0.0 +3836,snp4724_m0_.47m1_.19,4,3836,3836,0.4947912959956825,0.030694735331813747,0.04492710665936253,0.030631862277854447,0.0,0.0 +1638,snp3914_m0_.24m1_.3,2,1638,1638,0.49484029285818787,0.030658034759481208,0.04487848736067314,0.03062838562422262,0.0,0.0 +987,snp653_m0_.27m1_.12,1,987,987,0.49487798276904427,0.030625449734795997,0.04483470634921994,0.03062571139890513,0.0,0.0 +355,snp2758_m0_.37m1_.35,1,355,355,0.4955715408400795,-0.030645074667901815,0.044935679775013886,0.030576520484293993,0.0,0.0 +3192,snp1329_m0_.58m1_.56,4,3192,3192,0.49641262464955915,0.03052046651304531,0.04484045598416804,0.030516915377237247,0.0,0.0 +3082,snp829_m0_.08m1_.15,4,3082,3082,0.49658655969144483,0.030538491479205926,0.04488507494181499,0.030504595821969845,0.0,0.0 +1358,snp1027_m0_.39m1_.33,2,1358,1358,0.49691733767661295,0.03048100971959675,0.044835046479018446,0.030481173645304106,0.0,0.0 +3032,snp2586_m0_.1m1_.34,4,3032,3032,0.496927332166618,-0.03050448804944498,0.04487062373452519,0.030480466070850754,0.0,0.0 +2549,snp691_m0_.4m1_.68,3,2549,2549,0.49697522947019546,0.030523066335194315,0.044902951446739996,0.030477075216532024,0.0,0.0 +1922,snp2672_m0_.07m1_.02,2,1922,1922,0.4972506978989647,0.030560380573277254,0.04498665268594436,0.03045757700140262,0.0,0.0 +3173,snp330_m0_.51m1_.41,4,3173,3173,0.49727863557375074,0.030465899317698625,0.04485048498691398,0.030455599836468117,0.0,0.0 +2507,snp4307_m0_.37m1_.11,3,2507,2507,0.4973701246663712,0.030479268796403596,0.0448797164021758,0.03044912551482856,0.0,0.0 +3492,snp4578_m0_.26m1_.03,4,3492,3492,0.49742437719009913,0.030476377047979373,0.04488112213098102,0.03044528657672553,0.0,0.0 +3269,snp2462_m0_.52m1_.5,4,3269,3269,0.4975244450840567,0.030438891577233586,0.044836355742529144,0.03043820630119584,0.0,0.0 +4830,snp374_m0_.21m1_.18,5,4830,4830,0.49752612466047585,-0.030480703381780508,0.04489811979582975,0.0304380874696937,0.0,0.0 +2421,snp1817_m0_.46m1_.31,3,2421,2421,0.49776568427725076,-0.03043092274838272,0.04484978679535976,0.030421140597478528,0.0,0.0 +1186,snp2533_m0_.49m1_.43,2,1186,1186,0.49788009532092015,0.030445843099693816,0.044883727007194674,0.030413048484559325,0.0,0.0 +4675,snp87_m0_.03m1_.24,5,4675,4675,0.49800120159058336,-0.03047681836881805,0.04494205901176055,0.030404483903723134,0.0,0.0 +3461,snp3584_m0_.24m1_.26,4,3461,3461,0.49800780881884366,0.03049916648243486,0.044975706016505856,0.030404016675306452,0.0,0.0 +4304,snp1238_m0_.2m1_.26,5,4304,4304,0.49813524384308616,0.03039821354747497,0.04484013704613799,0.030395005784151698,0.0,0.0 +2736,snp3083_m0_.4m1_.13,3,2736,2736,0.49820170179368606,-0.0304129875608454,0.04486887271349134,0.030390307048111905,0.0,0.0 +4904,snp4246_m0_.38m1_.35,5,4904,4904,0.4984028096924893,-0.030376399050180625,0.044835886868859955,0.030376090263241416,0.0,0.0 +1695,snp4167_m0_.21m1_.12,2,1695,1695,0.49852180026026627,-0.03036651255989786,0.044833718963619526,0.030367679975610722,0.0,0.0 +4285,snp3120_m0_.04m1_.06,5,4285,4285,0.49907240853380963,0.030335683540785134,0.044845706076432935,0.030328776669604252,0.0,0.0 +1650,snp2910_m0_.18m1_.25,2,1650,1650,0.49957195350978423,-0.030302641481938477,0.04484907191771895,0.030293500914512685,0.0,0.0 +4419,snp3860_m0_.12m1_.1,5,4419,4419,0.4998370944886067,0.030284856719287268,0.04485048417657545,0.03027478536500913,0.0,0.0 +1938,snp2299_m0_.03m1_,2,1938,1938,0.4998591424910619,0.03029472177364017,0.044867402088667026,0.030273229295699016,0.0,0.0 +2986,snp4566_m0_.29m1_.45,3,2986,2986,0.5002836310844716,-0.03034701214301295,0.04498939822086329,0.030243277482329065,0.0,0.0 +517,snp1010_m0_.2m1_.39,1,517,517,0.5004053604632239,0.03023549945037818,0.044836822613489466,0.030234690766699785,0.0,0.0 +1446,snp1167_m0_.21m1_.21,2,1446,1446,0.5004361418824574,0.030284781958136324,0.044913132747530636,0.030232519639242908,0.0,0.0 +405,snp1260_m0_.19m1_.1,1,405,405,0.5009190624359827,0.030198712454329778,0.04483603739005094,0.030198466701590872,0.0,0.0 +1674,snp915_m0_.14m1_.11,2,1674,1674,0.5009474610408576,0.030221929183459673,0.044873484829917404,0.03019646472626033,0.0,0.0 +3423,snp2222_m0_.15m1_.04,4,3423,3423,0.5010112376340052,0.03031737486411181,0.04502191158850106,0.030191968978627345,0.0,0.0 +3341,snp4703_m0_.05m1_.12,4,3341,3341,0.501103447288693,0.03019537161156343,0.04485039819657545,0.030185469458557386,0.0,0.0 +2540,snp313_m0_.34m1_.16,3,2540,2540,0.5011578663630272,0.03018099266482453,0.04483474267229838,0.03018163395420921,0.0,0.0 +4587,snp4861_m0_.14m1_.13,5,4587,4587,0.5015558743030437,0.03015248499970871,0.04483409220740825,0.030153588687830697,0.0,0.0 +2329,snp2192_m0_.55m1_.44,3,2329,2329,0.501790492455612,-0.030155050042668517,0.04486251691343268,0.030137062037739606,0.0,0.0 +4,snp1125_m0_.26m1_.27,1,4,4,0.5020471837135112,-0.030136179008612637,0.044861375150277986,0.03011898521472676,0.0,0.0 +2233,snp1555_m0_.16m1_.13,3,2233,2233,0.5021215568997504,-0.030279413978071955,0.04508244322092286,0.030113748585059524,0.0,0.0 +367,snp1259_m0_.4m1_.5,1,367,367,0.502124045253652,0.030155317758672417,0.044897940169772506,0.03011357338667808,0.0,0.0 +922,snp774_m0_.42m1_.34,1,922,922,0.5022016568459738,0.030124134748806895,0.04485965941202282,0.030108109190738707,0.0,0.0 +2313,snp1679_m0_.14m1_.03,3,2313,2313,0.502382640731905,0.03012902703750926,0.04488595564955681,0.03009536886254674,0.0,0.0 +2509,snp1820_m0_.3m1_.56,3,2509,2509,0.5025060821834211,-0.030090580501987724,0.04484163543402025,0.030086680611888683,0.0,0.0 +2246,snp1305_m0_.43m1_.54,3,2246,2246,0.5025735845652548,-0.030083524354843225,0.04483820642166728,0.03008193002880568,0.0,0.0 +1588,snp1172_m0_.06m1_.2,2,1588,1588,0.5031640864331772,-0.03004650296429389,0.044845014557835725,0.030040386888066775,0.0,0.0 +1062,snp655_m0_.69m1_.27,2,1062,1062,0.5033251550497375,-0.030028102932383564,0.04483447276529009,0.030029059805721355,0.0,0.0 +4946,snp3995_m0_.11m1_.15,5,4946,4946,0.5034969911566491,-0.030052468278553974,0.044888929627815426,0.030016977608325363,0.0,0.0 +579,snp2009_m0_.28m1_.41,1,579,579,0.5035478287421278,0.030071176310677804,0.04492222720995581,0.030013403515289236,0.0,0.0 +323,snp4882_m0_m1_.01,1,323,323,0.5038047701941244,-0.030006972552715984,0.04485333124188657,0.029995342371006914,0.0,0.0 +1278,snp4651_m0_.28m1_.28,2,1278,1278,0.5040197795877404,-0.02997907830606387,0.044834241123210904,0.029980232475012775,0.0,0.0 +2698,snp3439_m0_.46m1_.67,3,2698,2698,0.5041256078771683,-0.03008301375546696,0.045000849864478776,0.029972796582694496,0.0,0.0 +949,snp1524_m0_.18m1_.2,1,949,949,0.5041683515008568,0.02997959577921874,0.04485064585546767,0.029969793488252336,0.0,0.0 +4613,snp4862_m0_.59m1_.48,5,4613,4613,0.5043703559859345,-0.029968359716455225,0.044855094209565086,0.029955602807391485,0.0,0.0 +669,snp4386_m0_.3m1_.37,1,669,669,0.5044010736629387,-0.029976639828544253,0.044870722293507775,0.02995344517279424,0.0,0.0 +2032,snp803_m0_.26m1_.33,3,2032,2032,0.5046294144102714,-0.029943906932670083,0.044845757215752256,0.029937408497985908,0.0,0.0 +1637,snp3167_m0_.53m1_.41,2,1637,1637,0.5046626694222833,0.029934205894424932,0.04483472877695355,0.029935073272438717,0.0,0.0 +4664,snp3868_m0_.08m1_.08,5,4664,4664,0.5046913186316035,0.029932387972272843,0.04483502169688078,0.02993306153932034,0.0,0.0 +519,snp3139_m0_.19m1_.33,1,519,519,0.5049378063520403,0.029930136772741412,0.044857607290088024,0.029915755773845074,0.0,0.0 +110,snp3252_m0_.23m1_.3,1,110,110,0.5049689799817559,0.029913139457599824,0.044835415361445814,0.029913567406893472,0.0,0.0 +4901,snp3374_m0_.18m1_.24,5,4901,4901,0.5051904554705854,-0.029900252631650054,0.044839422749382886,0.029898022025545902,0.0,0.0 +1521,snp3413_m0_.42m1_.4,2,1521,1521,0.5052953333162773,0.02989901462596556,0.04484861666127297,0.029890661890439686,0.0,0.0 +491,snp1892_m0_.37m1_.49,1,491,491,0.5055902607964562,-0.02986897921951122,0.044834629998634024,0.029869968718409096,0.0,0.0 +484,snp2389_m0_.28m1_.52,1,484,484,0.50591916141995,-0.029854317066348484,0.044847289132739,0.029846899339835625,0.0,0.0 +3764,snp3467_m0_.58m1_.38,4,3764,3764,0.5061968846680115,0.029845143237101482,0.04486280500025358,0.02982742571393216,0.0,0.0 +2945,snp1831_m0_.32m1_.28,3,2945,2945,0.5062440539455197,-0.029832937984844397,0.04484943501389253,0.02982411881670475,0.0,0.0 +552,snp3386_m0_.63m1_.5,1,552,552,0.5068334458484791,-0.029820921288288095,0.04489360329644525,0.02978281192214197,0.0,0.0 +1701,snp796_m0_.37m1_.48,2,1701,1701,0.5071930204834345,-0.029794753382900552,0.0448922091699273,0.029757623884353594,0.0,0.0 +511,snp394_m0_.73m1_.42,1,511,511,0.5072839038293548,-0.029812160182611843,0.04492805443258632,0.029751259028648593,0.0,0.0 +1527,snp1537_m0_.29m1_.17,2,1527,1527,0.5074438737322267,0.029768518054206463,0.04487919669321214,0.029740057267383466,0.0,0.0 +2390,snp189_m0_.14m1_.29,3,2390,2390,0.5074695719569773,-0.029808448727066398,0.0449421178980403,0.02973825794263371,0.0,0.0 +3014,snp4822_m0_.34m1_.34,4,3014,3014,0.5075370848959131,0.029766436357162664,0.04488591683379466,0.02973353108452963,0.0,0.0 +2277,snp3185_m0_.11m1_.29,3,2277,2277,0.5077388754008056,-0.02975430171886203,0.044888963893435836,0.02971940486417274,0.0,0.0 +3479,snp1336_m0_.59m1_.22,4,3479,3479,0.5079839811477951,0.029731544843011905,0.044880560302921736,0.0297022503377622,0.0,0.0 +890,snp3896_m0_.33m1_.38,1,890,890,0.5082668321847635,-0.029684547150812517,0.044839519357746924,0.029682459464399034,0.0,0.0 +4560,snp4860_m0_.53m1_.64,5,4560,4560,0.5084480117141501,0.029681191717583474,0.04485361956790131,0.029669785495593327,0.0,0.0 +2078,snp3924_m0_.02m1_.05,3,2078,2078,0.5086779945265891,-0.02971317762139123,0.04492633277309178,0.029653701013012578,0.0,0.0 +2529,snp4939_m0_.01m1_.03,3,2529,2529,0.509030821830146,-0.029651962639383345,0.04487113628662618,0.029629032447269124,0.0,0.0 +2599,snp2058_m0_.47m1_.4,3,2599,2599,0.5090690912854021,-0.02962558829521607,0.044835276677500174,0.02962635730541981,0.0,0.0 +4182,snp1987_m0_.5m1_.62,5,4182,4182,0.5092348717063973,0.02965894460914676,0.04490333579414809,0.029614770003602544,0.0,0.0 +673,snp15_m0_.06m1_.23,1,673,673,0.5095000682213762,0.029605678177757905,0.04485078171451833,0.02959623806128734,0.0,0.0 +4023,snp4586_m0_.27m1_.38,5,4023,4023,0.5098557367274381,-0.02958236980847757,0.04485315844424251,0.029571391835392043,0.0,0.0 +218,snp4129_m0_.1m1_.04,1,218,218,0.5101089584490534,-0.02961525847382133,0.04492991671174231,0.029553707829026804,0.0,0.0 +1970,snp924_m0_.48m1_.46,2,1970,1970,0.5103408364922073,-0.029552800631377947,0.04485975614135867,0.029537518396287203,0.0,0.0 +15,snp250_m0_.23m1_.19,1,15,15,0.5105394283954401,0.029523103327315146,0.04483573746237265,0.029523656008448307,0.0,0.0 +172,snp1253_m0_.31m1_.5,1,172,172,0.5110018331375794,0.029491133160930168,0.04483622984391814,0.029491389475785744,0.0,0.0 +1078,snp4780_m0_.51m1_.34,2,1078,1078,0.5110186787254691,0.029541098799217676,0.044913985385604656,0.029490214280454983,0.0,0.0 +280,snp4254_m0_.24m1_.18,1,280,280,0.5111732097270298,0.02949634767444271,0.04486235905951304,0.02947943470690161,0.0,0.0 +3693,snp3962_m0_.24m1_.31,4,3693,3693,0.5116383521991804,0.02944583992437681,0.044834914711796174,0.029446998136398745,0.0,0.0 +249,snp3378_m0_.05m1_.03,1,249,249,0.5117748540863449,0.029473046632969863,0.044890859655031735,0.02943748213154317,0.0,0.0 +1692,snp4916_m0_.01m1_.03,2,1692,1692,0.5119779394607383,0.02942419431351467,0.04483803144183356,0.029423326811735203,0.0,0.0 +3372,snp4453_m0_.18m1_.26,4,3372,3372,0.5120521395019623,0.029419454138825716,0.04483869530170656,0.029418155699034092,0.0,0.0 +3286,snp2707_m0_.38m1_.37,4,3286,3286,0.512344148023977,-0.0294368955224251,0.04489635693396822,0.029397808968414825,0.0,0.0 +4713,snp3367_m0_.19m1_.23,5,4713,4713,0.512469219378911,0.029653007425401383,0.04523938464179485,0.029389096021908076,0.0,0.0 +468,snp3634_m0_.38m1_.33,1,468,468,0.5127869878962596,-0.02936990110545451,0.04484126811035849,0.029366964027521487,0.0,0.0 +1622,snp2171_m0_.35m1_.32,2,1622,1622,0.5128312024504587,0.029429691520516565,0.04493727008661459,0.029363885129748194,0.0,0.0 +2473,snp1194_m0_.28m1_.18,3,2473,2473,0.5134593213487042,0.029329578830713163,0.04485124782224158,0.02932016070652256,0.0,0.0 +2036,snp3800_m0_.25m1_.15,3,2036,2036,0.5134771606660097,0.029422707854170598,0.04499556892988362,0.029318919287020465,0.0,0.0 +4770,snp4993_m0_.19m1_.05,5,4770,4770,0.5137078586253858,0.029303061578796884,0.044837165539523036,0.029302867272328493,0.0,0.0 +4709,snp3739_m0_.13m1_.07,5,4709,4709,0.5138996046723247,0.02929739132796836,0.04484892248261903,0.029289528386352764,0.0,0.0 +3595,snp3223_m0_.16m1_.21,4,3595,3595,0.5139810236416452,0.02930631153896981,0.044871261037976,0.029283865225965447,0.0,0.0 +4405,snp1994_m0_.53m1_.39,5,4405,4405,0.5140704535823024,0.029297613500908204,0.044867481301555864,0.029277645392333095,0.0,0.0 +4728,snp1618_m0_.27m1_.49,5,4728,4728,0.5141498550874912,-0.029275159947411606,0.04484155963592667,0.029272123504534803,0.0,0.0 +4979,snp4622_m0_.4m1_.47,5,4979,4979,0.5141527613539933,0.02930334296784709,0.04488503850296434,0.029271921399908495,0.0,0.0 +2544,snp4683_m0_.62m1_.34,3,2544,2544,0.5144792056189154,0.02926416948745625,0.04485984918346425,0.02924922391356747,0.0,0.0 +536,snp2635_m0_.35m1_.32,1,536,536,0.5145021924074336,0.02924683970439331,0.044835735497522185,0.029247625936454146,0.0,0.0 +832,snp3644_m0_.37m1_.24,1,832,832,0.5147095897554307,-0.02924460444363536,0.04485443626132004,0.029233209926517435,0.0,0.0 +4488,snp362_m0_.12m1_.09,5,4488,4488,0.5148316327555811,-0.02933064400890099,0.044999468253233525,0.02922472822989926,0.0,0.0 +1744,snp3170_m0_.2m1_.09,2,1744,1744,0.514881109763704,0.029220216811923248,0.044835328667854286,0.029221289992891954,0.0,0.0 +342,snp3630_m0_.22m1_.21,1,342,342,0.5148891308543233,-0.02923472021130656,0.04485843898338977,0.029220732610502825,0.0,0.0 +2321,snp1307_m0_.1m1_.23,3,2321,2321,0.514947174505221,-0.02921839387852996,0.044839581907938894,0.02921669931436388,0.0,0.0 +2568,snp195_m0_.27m1_.22,3,2568,2568,0.5150005217320552,0.0292578357074855,0.04490581283926695,0.029212992567666737,0.0,0.0 +4896,snp1112_m0_.54m1_.69,5,4896,4896,0.5152679122045323,0.029230595034356224,0.04489257405634021,0.02919441636369138,0.0,0.0 +4463,snp2622_m0_.1m1_.13,5,4463,4463,0.5154221586973182,0.029189964600298712,0.044846645076767076,0.02918370279047206,0.0,0.0 +1418,snp536_m0_.46m1_.11,2,1418,1418,0.5154458952266541,0.029181068102843793,0.04483551157901095,0.029182054258222047,0.0,0.0 +4825,snp4996_m0_.33m1_.13,5,4825,4825,0.51552228729671,-0.02917607119139956,0.04483599210133822,0.02917674899816265,0.0,0.0 +3709,snp1977_m0_.07m1_.04,4,3709,3709,0.5158319070331805,-0.029155501679738963,0.044837447736934176,0.029155250757601198,0.0,0.0 +3887,snp1226_m0_.18m1_.1,4,3887,3887,0.515919799888565,0.02914934671046298,0.044837373654432716,0.029149149192145674,0.0,0.0 +1705,snp2911_m0_.19m1_.29,2,1705,1705,0.5160660572267524,-0.029197419922866133,0.04492698008722583,0.02913899712691466,0.0,0.0 +1641,snp4915_m0_.56m1_.27,2,1641,1641,0.5163427232263684,0.02912457773065519,0.04484446907824258,0.029119797158155034,0.0,0.0 +461,snp3261_m0_.2m1_.23,1,461,461,0.5168241685295404,0.029244763147459527,0.04508127323347304,0.029086398660199873,0.0,0.0 +2027,snp38_m0_.34m1_.41,3,2027,2027,0.5168775650530234,0.02908540010876878,0.044841326446253806,0.02908269546305043,0.0,0.0 +3392,snp4832_m0_.1m1_.24,4,3392,3392,0.5178455250986187,-0.02906845527586876,0.044918921976390185,0.029015598955156874,0.0,0.0 +1656,snp1289_m0_.2m1_.19,2,1656,1656,0.5180909226068102,-0.029028076530015958,0.04488284417249525,0.028998598913106143,0.0,0.0 +4579,snp1864_m0_.03m1_.21,5,4579,4579,0.5181825660582488,-0.029017618621242847,0.04487650569396627,0.028992251329344753,0.0,0.0 +2140,snp806_m0_.07m1_.14,3,2140,2140,0.5188964065416922,-0.02894580662267704,0.044841953558491555,0.028942827737094577,0.0,0.0 +2474,snp3812_m0_.05m1_.04,3,2474,2474,0.5189432006238031,0.028966860951299855,0.04487959638590585,0.028939589116908457,0.0,0.0 +1946,snp2555_m0_.31m1_.31,2,1946,1946,0.5194422333291047,-0.029019190511016264,0.04501442586291894,0.028905060390998345,0.0,0.0 +3574,snp2602_m0_.51m1_.56,4,3574,3574,0.5195396801434397,-0.02891349983075711,0.0448609490370684,0.028898319910989213,0.0,0.0 +1673,snp2038_m0_.24m1_.1,2,1673,1673,0.5195602426410377,0.028906861321090244,0.04485285830605748,0.02889689766844354,0.0,0.0 +2153,snp2433_m0_.06m1_.06,3,2153,2153,0.5196628867823043,0.02898032962666724,0.04497791320949956,0.028889798532733144,0.0,0.0 +3324,snp835_m0_.19m1_.08,4,3324,3324,0.5202064943532827,0.028858852446914506,0.04484777385708073,0.02885221323640521,0.0,0.0 +4147,snp4339_m0_.37m1_.1,5,4147,4147,0.5203023005848897,0.02886469890831461,0.04486716571940944,0.028845591239348038,0.0,0.0 +3457,snp714_m0_.17m1_.14,4,3457,3457,0.5205226054091213,0.028920975993710088,0.04497840207996917,0.028830366444642586,0.0,0.0 +3496,snp2468_m0_m1_.06,4,3496,3496,0.5205484899692603,0.02882798650171134,0.044836567146436794,0.028828577835474156,0.0,0.0 +794,snp2894_m0_.48m1_.27,1,794,794,0.5210870241092387,-0.02885431571560547,0.04493555291207286,0.028791375772253592,0.0,0.0 +4420,snp1095_m0_.13m1_.26,5,4420,4420,0.5212828087285755,-0.02877906219697209,0.044839432023645355,0.0287778558181398,0.0,0.0 +1416,snp1790_m0_.09m1_.1,2,1416,1416,0.5214832670415517,0.02891547754656766,0.045073669994576744,0.02876401582050038,0.0,0.0 +717,snp3390_m0_.18m1_.21,1,717,717,0.521574075024413,-0.02875690048027856,0.044836258253886874,0.0287577471744928,0.0,0.0 +3592,snp2227_m0_.35m1_.33,4,3592,3592,0.5220621824837332,0.02872319730558977,0.04483627238983891,0.028724061783514748,0.0,0.0 +586,snp4140_m0_.05m1_.1,1,586,586,0.5221045042811059,0.0287587016303796,0.04489626157539777,0.028721141822164967,0.0,0.0 +4237,snp3968_m0_.22m1_.12,5,4237,4237,0.5222572274208561,0.028806867596145577,0.04498797215197445,0.028710605809801337,0.0,0.0 +2257,snp2564_m0_.42m1_.41,3,2257,2257,0.5224089621490384,-0.02870028573196216,0.04483788102180949,0.028700139549027625,0.0,0.0 +2248,snp1677_m0_.2m1_.43,3,2248,2248,0.5227618844950774,-0.028748603953856974,0.04495151774353276,0.028675801919401472,0.0,0.0 +2500,snp3313_m0_.24m1_.23,3,2500,2500,0.5231383310916957,-0.028670899922562842,0.044870658927769515,0.02864985132159488,0.0,0.0 +3951,snp2731_m0_.12m1_.06,4,3951,3951,0.523224795278785,-0.028698144536302293,0.04492264891619588,0.028643892204942817,0.0,0.0 +2747,snp2204_m0_.56m1_.33,3,2747,2747,0.5233364014715535,0.02866297393638016,0.044879655117146526,0.028636201044766513,0.0,0.0 +333,snp1258_m0_.09m1_.19,1,333,333,0.5235272217349332,0.02865214269785613,0.04488332066441371,0.028623052918666222,0.0,0.0 +2043,snp4799_m0_.22m1_.25,3,2043,2043,0.5236387675108609,-0.02861749483164201,0.044841093914318154,0.02861536819337343,0.0,0.0 +2958,snp3944_m0_.42m1_.4,3,2958,2958,0.523862782671142,0.028612693551195587,0.044857779649228866,0.02859993764081472,0.0,0.0 +251,snp3627_m0_.1m1_.05,1,251,251,0.5238763709813763,-0.02859791747152375,0.04483608270728146,0.028599001762983675,0.0,0.0 +3058,snp3573_m0_.41m1_.37,4,3058,3058,0.5239957247465182,0.02860168866835202,0.04485489778426887,0.02859078195515821,0.0,0.0 +1376,snp4785_m0_.43m1_.38,2,1376,1376,0.5243845810262329,0.028570172742136992,0.044847504011698534,0.02856400833795765,0.0,0.0 +3949,snp2107_m0_.2m1_.19,4,3949,3949,0.5246773665894264,0.02858985748166436,0.04491011422758514,0.02854385609511974,0.0,0.0 +2231,snp4930_m0_.38m1_.39,3,2231,2231,0.5247442274383844,0.028541903504166178,0.04484202045568213,0.028539254911178407,0.0,0.0 +741,snp4514_m0_.09m1_.21,1,741,741,0.5248640100980828,-0.02853287109782089,0.04484079063642005,0.02853101253881086,0.0,0.0 +4028,snp3850_m0_.14m1_.13,5,4028,4028,0.5249560210629287,-0.028536726826487897,0.04485681144411353,0.028524681818391167,0.0,0.0 +3379,snp3334_m0_.11m1_.26,4,3379,3379,0.5253915102783467,-0.028536230356865012,0.04490322531949578,0.028494726107196604,0.0,0.0 +2563,snp4308_m0_.3m1_.22,3,2563,2563,0.5254871306938522,0.02851546860049821,0.044880921140899824,0.02848815042449728,0.0,0.0 +1954,snp2673_m0_.23m1_.19,2,1954,1954,0.5255800667746999,0.028489655592292423,0.04485036272486611,0.028481759924489446,0.0,0.0 +2482,snp4681_m0_.51m1_.24,3,2482,2482,0.5257037328435876,0.028472242412402007,0.04483634558212654,0.02847325725279023,0.0,0.0 +3886,snp2725_m0_.18m1_.02,4,3886,3886,0.5257527022746504,0.028498289161094578,0.04488267354304319,0.028469890637001744,0.0,0.0 +3667,snp2840_m0_.01m1_.03,4,3667,3667,0.5257873636776036,-0.028480775780242044,0.04485884888624199,0.028467507785238023,0.0,0.0 +2847,snp1573_m0_.61m1_.37,3,2847,2847,0.5259071993085782,0.028497784815034125,0.04489864198201855,0.028459270116319393,0.0,0.0 +143,snp4501_m0_.21m1_.14,1,143,143,0.5260897877090125,0.02845912867832593,0.04485753534840945,0.028446720573260004,0.0,0.0 +4758,snp1869_m0_.2m1_.43,5,4758,4758,0.5262811827532705,-0.028434650361263424,0.044839700994933264,0.028433568120035464,0.0,0.0 +358,snp3258_m0_.2m1_.34,1,358,358,0.5265311111379434,-0.028416446079269627,0.044838093729227944,0.028416396988629664,0.0,0.0 +2634,snp2319_m0_.09m1_.18,3,2634,2634,0.5265354978581083,-0.02841558357090806,0.044837208655933186,0.02841609563957031,0.0,0.0 +4261,snp3352_m0_.3m1_.36,5,4261,4261,0.5265632439571559,0.028501619013461148,0.04497598396780848,0.028414189629925826,0.0,0.0 +3485,snp3840_m0_.46m1_.62,4,3485,3485,0.5266101910678458,0.02843954183512137,0.04488312342208847,0.02841096472922317,0.0,0.0 +4900,snp3992_m0_.32m1_.07,5,4900,4900,0.5267575251153663,-0.02842520015142424,0.04487648699800101,0.028400844978483573,0.0,0.0 +1110,snp4522_m0_.03m1_.02,2,1110,1110,0.5268046658688923,0.028398922518510315,0.04484011673570225,0.028397607384355174,0.0,0.0 +4856,snp3623_m0_.15m1_.1,5,4856,4856,0.5272499956633757,0.02836628423727911,0.0448369008320282,0.02836702971611542,0.0,0.0 +916,snp4026_m0_.08m1_.14,1,916,916,0.5273037323591775,-0.02836257616806009,0.04483687496426616,0.028363340883284297,0.0,0.0 +1140,snp1279_m0_.09m1_.14,2,1140,1140,0.527322051686663,-0.028465562808387305,0.0450016778125824,0.02836208337038203,0.0,0.0 +3254,snp3833_m0_.47m1_.38,4,3254,3254,0.5273296446964795,0.0283972813457695,0.04489455621094245,0.028361562161921296,0.0,0.0 +1123,snp411_m0_.39m1_.24,2,1123,1123,0.5273498910114439,0.028377038856178063,0.04486475413710669,0.028360172408810377,0.0,0.0 +196,snp3879_m0_.25m1_.17,1,196,196,0.5278422449788032,-0.028373482288800465,0.04491268251469947,0.02832638446031518,0.0,0.0 +2072,snp435_m0_.51m1_.53,3,2072,2072,0.5278791703369976,-0.02843612539722579,0.04501587017200256,0.028323851091709516,0.0,0.0 +1304,snp2537_m0_m1_,2,1304,1304,0.5279850211660173,0.02832033043973142,0.04484406710536724,0.028316589395313813,0.0,0.0 +1816,snp1294_m0_.4m1_.48,2,1816,1816,0.5281624315113576,0.028355601504360794,0.0449192371948457,0.02830442015187334,0.0,0.0 +173,snp3878_m0_.54m1_.29,1,173,173,0.5282867498956888,0.02829987442626408,0.04484447717966406,0.028295893923153678,0.0,0.0 +3218,snp3577_m0_.24m1_.51,4,3218,3218,0.5295244249804507,-0.028217062112597894,0.04484780900149901,0.028211064925374556,0.0,0.0 +4549,snp864_m0_.46m1_.32,5,4549,4549,0.5295559396943543,0.028211832715799374,0.04484293152417475,0.02820890625248861,0.0,0.0 +3308,snp710_m0_.04m1_.04,4,3308,3308,0.5297102528396112,0.0282476448711225,0.04491669766339921,0.028198337158212596,0.0,0.0 +785,snp520_m0_.53m1_.42,1,785,785,0.5297495988130716,0.028203971676018194,0.044851542110953706,0.02819564255448632,0.0,0.0 +3242,snp2706_m0_.04m1_.27,4,3242,3242,0.5299037578843371,-0.028185713695149626,0.04483930864874911,0.02818508596806101,0.0,0.0 +3388,snp712_m0_.15m1_.32,4,3388,3388,0.5301715871155529,-0.028334386564347256,0.04510519339443388,0.02816674911518394,0.0,0.0 +1739,snp4415_m0_.06m1_.05,2,1739,1739,0.5304305601281187,0.028170761643425857,0.044872982824935806,0.028149023061357747,0.0,0.0 +1936,snp4540_m0_.63m1_.52,2,1936,1936,0.5314228284301329,-0.028090037260366473,0.04485263946565086,0.02808114528650858,0.0,0.0 +1976,snp2916_m0_.15m1_.02,2,1976,1976,0.5315301247177151,-0.02815920846876764,0.044974846812222614,0.028073809345605955,0.0,0.0 +3675,snp4332_m0_.65m1_.42,4,3675,3675,0.531815183391311,0.028072642777940512,0.04486775461014497,0.028054323269374976,0.0,0.0 +413,snp3012_m0_.16m1_.12,1,413,413,0.5320676936158213,-0.028052847930216823,0.04486373524094378,0.028037066550771785,0.0,0.0 +1107,snp656_m0_.17m1_.08,2,1107,1107,0.5321489132195025,0.028030975784093748,0.04483763828925385,0.028031516827579223,0.0,0.0 +2136,snp3803_m0_.3m1_.28,3,2136,2136,0.5327991532472698,0.028007745666606552,0.04487163399808397,0.027987101430017036,0.0,0.0 +3563,snp342_m0_.28m1_.33,4,3563,3563,0.5329627717662007,-0.028005641042395463,0.04488619378143144,0.02797592958511349,0.0,0.0 +3061,snp4568_m0_.33m1_.45,4,3061,3061,0.5334187827056278,-0.027955952586094672,0.044856503646798954,0.02794480235808448,0.0,0.0 +1116,snp3527_m0_.47m1_.3,2,1116,1116,0.5338087077718439,-0.027920820369965942,0.044842859665651186,0.027918196775757572,0.0,0.0 +1430,snp4656_m0_.1m1_.01,2,1430,1430,0.5338740233624885,0.027914032312346522,0.04483911937394104,0.027913741083712692,0.0,0.0 +4950,snp4617_m0_.33m1_.14,5,4950,4950,0.5344268434261794,0.027885322422419558,0.044853629804897745,0.027876039849749325,0.0,0.0 +307,snp2002_m0_.37m1_.56,1,307,307,0.5355116172551614,-0.027802230568880072,0.04483897362782885,0.02780211739565419,0.0,0.0 +3632,snp2348_m0_.41m1_.6,4,3632,3632,0.5356138580140848,0.027795811449806133,0.04483986033066981,0.027795154030647216,0.0,0.0 +2123,snp4179_m0_.38m1_.34,3,2123,2123,0.5357109138274209,0.02784379283830372,0.04492795532040628,0.027788544417117884,0.0,0.0 +396,snp3259_m0_.16m1_.12,1,396,396,0.5357258261020925,0.02779205807542524,0.04484611767194124,0.027787528927207785,0.0,0.0 +4498,snp1997_m0_.06m1_.18,5,4498,4498,0.5361963531002356,-0.027780062048988027,0.04487853802670279,0.027755494459727,0.0,0.0 +640,snp4768_m0_.31m1_.38,1,640,640,0.5364346069871484,0.027758654079071916,0.0448701880325789,0.027739279014696437,0.0,0.0 +82,snp1377_m0_.18m1_.1,1,82,82,0.5366130014315571,0.027735756812520926,0.04485281927505341,0.027727139939788172,0.0,0.0 +3885,snp1464_m0_.05m1_.15,4,3885,3885,0.5367390477036075,-0.02780920725057201,0.0449855238141418,0.027718564182432785,0.0,0.0 +492,snp2634_m0_.23m1_.24,1,492,492,0.5371484278995503,-0.027692180882079476,0.04484129810292592,0.02769071831616535,0.0,0.0 +2102,snp3180_m0_.2m1_.23,3,2102,2102,0.5373697332608736,-0.027676591448208145,0.044840441959145626,0.027675669648517184,0.0,0.0 +37,snp1877_m0_.22m1_.1,1,37,37,0.5375681243261268,0.027663100812559027,0.04484045494621082,0.02766218178172776,0.0,0.0 +2876,snp1430_m0_.27m1_.32,3,2876,2876,0.5380073587979708,0.027631547943613215,0.04483773528718104,0.027632328736953125,0.0,0.0 +4209,snp1602_m0_.42m1_.59,5,4209,4209,0.5386849059655402,0.027587842777435513,0.04484156302048273,0.02758630241777285,0.0,0.0 +1098,snp278_m0_.25m1_.42,2,1098,1098,0.5387638067646847,-0.027581992931654226,0.04484077038915674,0.02758094450592111,0.0,0.0 +4792,snp4241_m0_.28m1_.43,5,4792,4792,0.5390093204872297,-0.02759982911234357,0.044896922913316685,0.027564274928550098,0.0,0.0 +247,snp3131_m0_.65m1_.44,1,247,247,0.5391242032415289,-0.02755586253653463,0.0448380978835248,0.027556476069001416,0.0,0.0 +3578,snp4089_m0_.35m1_.36,4,3578,3578,0.5396965248050458,0.027527634096762923,0.044855435525298616,0.02751763616320086,0.0,0.0 +2259,snp683_m0_.01m1_.06,3,2259,2259,0.5407436255997975,0.027449037762479808,0.04484316675798722,0.027446629106687524,0.0,0.0 +1805,snp2793_m0_.5m1_.49,2,1805,1805,0.5408543018294811,-0.027439093313184816,0.044839184604730915,0.027439127825834627,0.0,0.0 +1680,snp4533_m0_.12m1_.08,2,1680,1680,0.5409665619367006,0.027436395513532337,0.04484721986715427,0.027431519976086227,0.0,0.0 +2980,snp4316_m0_.43m1_.37,3,2980,2980,0.5413815892821099,0.02740738478077275,0.04484580437213612,0.027403400463589557,0.0,0.0 +2744,snp3564_m0_.22m1_.21,3,2744,2744,0.5416061199565911,0.027415135662243593,0.04488341482769134,0.027388192221468995,0.0,0.0 +1930,snp550_m0_.6m1_.36,2,1930,1930,0.5419947428988932,0.027383917809597456,0.04487545565249789,0.02736187685305161,0.0,0.0 +86,snp501_m0_.18m1_.19,1,86,86,0.5420648719590427,0.027498430633714235,0.04507094022172663,0.027357129105827042,0.0,0.0 +1747,snp1667_m0_.18m1_.23,2,1747,1747,0.5420705845984551,-0.027526076112599725,0.04511689045036571,0.02735674237279186,0.0,0.0 +2452,snp1310_m0_.67m1_.46,3,2452,2452,0.5421398709703393,-0.027355593935238894,0.04484515448753195,0.02735205200023314,0.0,0.0 +2282,snp3307_m0_.01m1_.03,3,2282,2282,0.5422014590587465,-0.0273508368825754,0.044844196296721484,0.027347883016716666,0.0,0.0 +720,snp2013_m0_.04m1_.08,1,720,720,0.5422524298217213,-0.027366361040600532,0.04487531510626896,0.027344432912812258,0.0,0.0 +4929,snp4248_m0_.19m1_.28,5,4929,4929,0.5422822014900972,-0.02734140090639783,0.04483769223702572,0.027342417805695237,0.0,0.0 +4573,snp3865_m0_.17m1_.17,5,4573,4573,0.5429391850344367,-0.02730151940462734,0.044845255102292834,0.027297963600910483,0.0,0.0 +3025,snp2701_m0_.45m1_.32,4,3025,3025,0.5430940018151929,0.027336856936710674,0.04492054485652849,0.027287491952745064,0.0,0.0 +3543,snp3462_m0_.18m1_.26,4,3543,3543,0.5431348655819557,0.0272953747116912,0.04485692691235919,0.0272847282167561,0.0,0.0 +3272,snp3213_m0_.08m1_.04,4,3272,3272,0.5433145262295427,0.02727400832942128,0.044841796317665106,0.027272578466476266,0.0,0.0 +1663,snp4793_m0_.25m1_.23,2,1663,1663,0.5435203600140082,-0.027290470630237644,0.04489178781451144,0.027258661179587383,0.0,0.0 +474,snp1140_m0_.31m1_.43,1,474,474,0.5445096417980102,-0.027195610233651062,0.04484581385758385,0.027191808127146423,0.0,0.0 +3889,snp4467_m0_.14m1_.05,4,3889,3889,0.5447054146280106,0.027302997734920096,0.045044817171677,0.02717858545316035,0.0,0.0 +2643,snp3936_m0_.27m1_.12,3,2643,2643,0.5447565695170317,0.027267168471875426,0.04499142868837845,0.027175130793602235,0.0,0.0 +4553,snp240_m0_.2m1_.25,5,4553,4553,0.5448417825883791,-0.027168332582960572,0.044837848774562684,0.027169376428550933,0.0,0.0 +4095,snp1232_m0_.42m1_.53,5,4095,4095,0.5450641034547001,0.027168505464293478,0.04486293909263134,0.027154365390168893,0.0,0.0 +1077,snp1159_m0_.28m1_.25,2,1077,1077,0.545205338111532,0.027144182251385172,0.044838530034074175,0.027144830842635775,0.0,0.0 +3691,snp2350_m0_.2m1_.21,4,3691,3691,0.5454607413949508,-0.027165601887069037,0.04490244948435106,0.027127592039231443,0.0,0.0 +319,snp4255_m0_.25m1_.27,1,319,319,0.5457092631897215,0.027163975367762824,0.04492755599611321,0.027110821544243546,0.0,0.0 +1860,snp2670_m0_.6m1_.39,2,1860,1860,0.5460920086934775,-0.02725359226045306,0.045118780069172235,0.027085000886295618,0.0,0.0 +36,snp3125_m0_.21m1_.11,1,36,36,0.546109289887049,0.027083276256329974,0.04483875012105668,0.02708383527889447,0.0,0.0 +2379,snp561_m0_.12m1_.26,3,2379,2379,0.5465610280772739,-0.02706901685496555,0.044865642862671605,0.027053372237849618,0.0,0.0 +3493,snp2224_m0_.4m1_.33,4,3493,3493,0.5466350929257369,-0.027211053151307864,0.04510939363514456,0.027048378849110048,0.0,0.0 +883,snp4147_m0_.26m1_.29,1,883,883,0.546694340267518,0.027060927527409104,0.0448671516577366,0.02704438468450274,0.0,0.0 +3370,snp1333_m0_.08m1_.18,4,3370,3370,0.5472701921604557,0.027015991575428517,0.04485706666837737,0.027005574704724464,0.0,0.0 +28,snp1753_m0_.17m1_.19,1,28,28,0.5474704517126883,0.02699161296153509,0.04483900647882823,0.02699208278079547,0.0,0.0 +3994,snp1495_m0_.32m1_.26,4,3994,3994,0.5475462755664415,-0.027009168555206676,0.0448766685028097,0.026986974997203626,0.0,0.0 +3966,snp2737_m0_.14m1_.17,4,3966,3966,0.5482777404157664,0.02702337734094886,0.04498243807629655,0.026937718631929033,0.0,0.0 +1566,snp1538_m0_.08m1_.16,2,1566,1566,0.5483997530484186,-0.026928685218788915,0.04483849676784946,0.026929505532154202,0.0,0.0 +489,snp4508_m0_.09m1_.29,1,489,489,0.5484155235697673,-0.026927542886161306,0.04483836340435488,0.026928444028523207,0.0,0.0 +2792,snp3693_m0_.06m1_.11,3,2792,2792,0.5486590926650509,-0.02692438679805654,0.04486043643872101,0.026912051457743884,0.0,0.0 +2433,snp3190_m0_.4m1_.36,3,2433,2433,0.5486829951829979,-0.02691651630986609,0.0448500054601557,0.026910442974951335,0.0,0.0 +3285,snp1586_m0_.11m1_.11,4,3285,3285,0.5486929085968235,-0.026917708531603104,0.044853104709419465,0.0269097758772947,0.0,0.0 +3213,snp833_m0_.1m1_.25,4,3213,3213,0.548756554600472,-0.026913713831950088,0.04485359204653108,0.02690549312465671,0.0,0.0 +3155,snp4698_m0_.69m1_.38,4,3155,3155,0.5491243919530902,0.02690451958354239,0.04487957827045016,0.026880746060502107,0.0,0.0 +3820,snp850_m0_.58m1_.36,4,3820,3820,0.5495442237435315,0.02690475451755918,0.044927195104041806,0.026852510917739388,0.0,0.0 +2492,snp2571_m0_.23m1_.15,3,2492,2492,0.5495832736251647,0.0268489101445075,0.044838330333197764,0.026849885217013064,0.0,0.0 +3577,snp1217_m0_.33m1_.42,4,3577,3577,0.5498070856017137,-0.026833971820435298,0.044838529592439474,0.026834837944349453,0.0,0.0 +3958,snp2734_m0_.38m1_.24,4,3958,3958,0.5499457820691216,0.026841668298290756,0.0448669895908054,0.02682551464738326,0.0,0.0 +4747,snp4356_m0_.31m1_.59,5,4747,4747,0.5500289293177185,-0.0269429882812486,0.04504574158121206,0.02681992597089588,0.0,0.0 +1926,snp4797_m0_.16m1_.17,2,1926,1926,0.5502388620129839,0.02693041066050723,0.04504842792603834,0.02680581735694559,0.0,0.0 +1016,snp654_m0_.2m1_.35,2,1016,1016,0.5503405595325095,-0.026806798160162924,0.04485309516803013,0.026798983683219865,0.0,0.0 +2724,snp4310_m0_.08m1_.22,3,2724,2724,0.5504700768132282,-0.026800089086003332,0.04485644578503729,0.02679028152823865,0.0,0.0 +508,snp4634_m0_.34m1_.08,1,508,508,0.5506368241606616,0.02680803733026348,0.044888532334765884,0.026779079396559487,0.0,0.0 +339,snp257_m0_.07m1_.12,1,339,339,0.5506546319210774,-0.02677954741800376,0.04484283218255739,0.026777883164808877,0.0,0.0 +4820,snp1621_m0_.17m1_.01,5,4820,4820,0.550661083293383,0.026786777376292748,0.04485566532778767,0.02677744980020615,0.0,0.0 +2586,snp4684_m0_.33m1_.39,3,2586,2586,0.5508433278890555,0.02678358585881415,0.04487084800536439,0.026765208727284787,0.0,0.0 +4462,snp3730_m0_.09m1_.05,5,4462,4462,0.5510355172311658,-0.026775627333788802,0.04487917242812833,0.026752301833790165,0.0,0.0 +2386,snp308_m0_.13m1_.1,3,2386,2386,0.5512486840782056,-0.02676563266670487,0.04488645264266275,0.026737988731976046,0.0,0.0 +3470,snp4456_m0_.78m1_.54,4,3470,3470,0.5513544232817545,0.026737475532007348,0.04485114898245548,0.026730889873031922,0.0,0.0 +3404,snp1589_m0_.45m1_.44,4,3404,3404,0.5515682680682454,-0.02672966542411173,0.04486215609862751,0.026716535325806322,0.0,0.0 +625,snp2143_m0_.32m1_.21,1,625,625,0.5517787248385677,0.026701417372727475,0.04483846759375611,0.026702410864560558,0.0,0.0 +999,snp4028_m0_.26m1_.39,1,999,999,0.5518384284591596,-0.0267328016669863,0.04489791109097698,0.026698404434401822,0.0,0.0 +3505,snp340_m0_.47m1_.54,4,3505,3505,0.5519530767051731,0.026717357301283107,0.044884914596470586,0.02669071152308542,0.0,0.0 +4328,snp1350_m0_.42m1_.26,5,4328,4328,0.5519590179618739,0.026691012335299403,0.044841325498571824,0.02669031288536009,0.0,0.0 +745,snp401_m0_.26m1_.14,1,745,745,0.5522977614849245,0.02666721313948901,0.04483954757258056,0.02666758784261213,0.0,0.0 +2882,snp4314_m0_.33m1_.22,3,2882,2882,0.5524569658930651,-0.02666726910492736,0.04485761606723496,0.026656909767586185,0.0,0.0 +4107,snp2479_m0_.12m1_.2,5,4107,4107,0.5528000554481736,0.026641580410193513,0.044853142801095806,0.026633903360233933,0.0,0.0 +1064,snp3154_m0_.51m1_.26,2,1064,1064,0.552824057302014,0.026634432206566864,0.04484381963923196,0.026632294139728493,0.0,0.0 +4490,snp3359_m0_.29m1_.13,5,4490,4490,0.5528469550057841,0.026631230408208913,0.044841015436754984,0.02663075897955315,0.0,0.0 +442,snp638_m0_.26m1_.5,1,442,442,0.5528828237321295,-0.02665383659911087,0.04488313496664429,0.0266283542489318,0.0,0.0 +4636,snp4121_m0_.41m1_.66,5,4636,4636,0.5532059211523932,-0.026718541281467677,0.045028742491592846,0.026606696412882345,0.0,0.0 +3724,snp1596_m0_.21m1_.34,4,3724,3724,0.5533124443995393,0.026605326296374545,0.04484998399804899,0.02659955731166206,0.0,0.0 +360,snp3134_m0_.4m1_.69,1,360,360,0.5533373641844143,0.026621967978584456,0.04488085750950608,0.026597887304913796,0.0,0.0 +923,snp3395_m0_.22m1_.4,1,923,923,0.5534088307105738,-0.02659692810632647,0.044846724540734434,0.02659309815831764,0.0,0.0 +1815,snp3172_m0_.27m1_.35,2,1815,1815,0.5536744374492714,-0.02667314285700231,0.04500537418479845,0.026575301848715448,0.0,0.0 +2320,snp3069_m0_.41m1_.27,3,2320,2320,0.5537564412024822,-0.026597357105553297,0.04488678700564605,0.026569808236390657,0.0,0.0 +4548,snp1245_m0_.01m1_.01,5,4548,4548,0.5538086258899988,-0.026605366218378394,0.044906215946482704,0.026566312475863944,0.0,0.0 +3486,snp2080_m0_.31m1_.51,4,3486,3486,0.5538377178146077,-0.026581360245901693,0.04486899079863444,0.02656436372876348,0.0,0.0 +326,snp3257_m0_.31m1_.45,1,326,326,0.5538574461591518,-0.02656418314862049,0.044842228412856004,0.026563042237403228,0.0,0.0 +3982,snp2117_m0_.39m1_.23,4,3982,3982,0.5540285065121311,0.026554178979024356,0.044844697134264554,0.026551584825141132,0.0,0.0 +3217,snp2943_m0_.55m1_.34,4,3217,3217,0.5540637761647054,0.026597180235799878,0.04492131680120723,0.02654922272184771,0.0,0.0 +2825,snp1204_m0_.33m1_.21,3,2825,2825,0.5546532772002792,0.026601017239505184,0.04499473616938704,0.026509753108962433,0.0,0.0 +776,snp3518_m0_.31m1_.34,1,776,776,0.5547309862120777,-0.02659863012747061,0.04499953392187119,0.02650455168502398,0.0,0.0 +3015,snp3826_m0_.17m1_.12,4,3015,3015,0.5559156897342984,-0.026557989513839236,0.045065627495862806,0.02642529790678289,0.0,0.0 +1786,snp3052_m0_.27m1_.24,2,1786,1786,0.5559358943315806,0.02645095125931851,0.044886293099058096,0.026423946981971723,0.0,0.0 +3358,snp3101_m0_.2m1_.46,4,3358,3358,0.5560891415148254,-0.026431896227774476,0.04487136807320427,0.026413701308185183,0.0,0.0 +2181,snp4677_m0_.65m1_.43,3,2181,2181,0.5562020950977253,-0.026426034231059985,0.04487425376303874,0.026406150429884975,0.0,0.0 +2456,snp4306_m0_.23m1_.29,3,2456,2456,0.5563162975509441,-0.02642937865957882,0.04489291985792796,0.026398516823476742,0.0,0.0 +1404,snp161_m0_.22m1_.19,2,1404,1404,0.556412482184391,-0.026635880202059228,0.04525471146081877,0.02639208816884784,0.0,0.0 +4582,snp4987_m0_.32m1_.56,5,4582,4582,0.5564397182724394,-0.026504565191053854,0.04503471374807815,0.026390267899268193,0.0,0.0 +2994,snp3571_m0_.35m1_.29,3,2994,2994,0.5565269401194106,-0.026453177011434986,0.04495733549285842,0.026384438892650533,0.0,0.0 +1341,snp1164_m0_.16m1_.31,2,1341,1341,0.5566371225049489,-0.026438618837495716,0.044945144871460264,0.026377076075706458,0.0,0.0 +1629,snp4792_m0_.63m1_.41,2,1629,1629,0.5567058558939016,0.026400659026927918,0.044888435162668654,0.02637248340118295,0.0,0.0 +3727,snp4093_m0_.08m1_.13,4,3727,3727,0.556739458256062,0.02636937449895469,0.04483906273184899,0.02637023823588268,0.0,0.0 +2956,snp4692_m0_.36m1_.41,3,2956,2956,0.5569425510389181,0.0263815062293065,0.044882801578837096,0.026356669850960947,0.0,0.0 +2203,snp556_m0_.12m1_.28,3,2203,2203,0.557078431298502,-0.026362540384962028,0.044865996621041834,0.026347593195904663,0.0,0.0 +891,snp773_m0_.46m1_.31,1,891,891,0.557097419454341,0.02637875840577395,0.04489576048106012,0.02634632489316592,0.0,0.0 +4618,snp737_m0_.37m1_.42,5,4618,4618,0.5571319750881233,0.026343266002372946,0.04483928447610432,0.02634401682372704,0.0,0.0 +3256,snp1066_m0_.34m1_.48,4,3256,3256,0.5574180520196983,-0.02635342360968468,0.04488915102344162,0.0263249115976417,0.0,0.0 +4198,snp725_m0_.23m1_.12,5,4198,4198,0.5575881658022472,0.026332448888551054,0.04487279860452739,0.02631355305596988,0.0,0.0 +3125,snp329_m0_.12m1_.26,4,3125,3125,0.5577681379078046,-0.026552220433318566,0.04526799255716678,0.026301538101832382,0.0,0.0 +3118,snp1962_m0_.55m1_.29,4,3118,3118,0.5578923943508627,0.026340422479033475,0.04492108111677138,0.026293243827821763,0.0,0.0 +4300,snp3353_m0_.3m1_.18,5,4300,4300,0.557893543293154,0.02630136613108222,0.04485460515354929,0.02629316713865627,0.0,0.0 +800,snp2272_m0_m1_.06,1,800,800,0.5580283350365702,0.026313465297912276,0.04489060962692246,0.02628417064211221,0.0,0.0 +1942,snp1930_m0_.63m1_.61,2,1942,1942,0.558035809727898,0.026306539063733186,0.044879645891283695,0.02628367178457092,0.0,0.0 +3133,snp2940_m0_.23m1_.28,4,3133,3133,0.5587630656855408,-0.026242885634529672,0.04485391160702999,0.02623515052592944,0.0,0.0 +3318,snp3332_m0_.2m1_.31,4,3318,3318,0.559393033173865,-0.026197277312184426,0.04484781467667384,0.026193144902993886,0.0,0.0 +2788,snp319_m0_.16m1_.02,3,2788,2788,0.5598207699804538,0.026164430116754827,0.044840419447745625,0.026164636872109136,0.0,0.0 +2243,snp928_m0_.14m1_.16,3,2243,2243,0.5602611637812185,0.026135176464322257,0.0448406026553397,0.02613529627197867,0.0,0.0 +96,snp2379_m0_.43m1_.14,1,96,96,0.5603574777036153,0.026127851087573477,0.044839048291875884,0.02612888098153086,0.0,0.0 +389,snp2136_m0_.35m1_.29,1,389,389,0.5605833158503409,-0.026118242785526703,0.044848392805192226,0.026113840412747207,0.0,0.0 +2768,snp942_m0_.18m1_,3,2768,2768,0.5610227596799705,0.02608712984146802,0.04484524695016259,0.02608458232603218,0.0,0.0 +2038,snp3301_m0_.43m1_.32,3,2038,2038,0.5613134541479644,-0.026077476476078873,0.04486195136885626,0.026065234020850005,0.0,0.0 +4458,snp2978_m0_.43m1_.35,5,4458,4458,0.5613589728112978,-0.026061256100997982,0.04483926156347067,0.026062204786225233,0.0,0.0 +2596,snp3193_m0_.23m1_.25,3,2596,2596,0.5614108051796919,-0.02606508854809507,0.04485179546554848,0.026058755523263793,0.0,0.0 +1241,snp4157_m0_.36m1_.32,2,1241,1241,0.5614289485140637,-0.026100927565740548,0.04491554827509654,0.02605754818406008,0.0,0.0 +2592,snp3815_m0_.25m1_.05,3,2592,2592,0.5614778634188826,-0.026053362334971825,0.04483930088508011,0.02605429325966273,0.0,0.0 +3897,snp1467_m0_.36m1_.32,4,3897,3897,0.5616286009433655,-0.026057352126024554,0.04486344945814901,0.02604426365429816,0.0,0.0 +4696,snp1738_m0_.29m1_.45,5,4696,4696,0.5617540778582373,-0.02603688965548074,0.0448426017785485,0.026035915800850955,0.0,0.0 +4591,snp987_m0_.52m1_.33,5,4591,4591,0.5620044046925132,-0.026039645382726385,0.04487606789682814,0.02601926449150487,0.0,0.0 +942,snp4394_m0_.59m1_.19,1,942,942,0.5623211278275251,0.026016156636448483,0.044871936675923235,0.025998201734061904,0.0,0.0 +2936,snp1695_m0_.07m1_.09,3,2936,2936,0.5624346875619788,0.026006750830120762,0.04486875369711731,0.025990651163318102,0.0,0.0 +2999,snp2212_m0_.08m1_.03,3,2999,2999,0.5625772311699089,0.02606507254951236,0.044985788325287025,0.025981174497635887,0.0,0.0 +525,snp2390_m0_.17m1_.33,1,525,525,0.5628875855435689,-0.025994465122463756,0.04489960127420553,0.025960545336809956,0.0,0.0 +671,snp3389_m0_.22m1_.25,1,671,671,0.5631273237446738,0.02594359253739139,0.04483926600236621,0.025944613757174943,0.0,0.0 +1147,snp900_m0_.42m1_.41,2,1147,1147,0.5631507595077448,-0.025950460478825012,0.04485383011229015,0.02594305653032846,0.0,0.0 +1878,snp4172_m0_.16m1_.34,2,1878,1878,0.5632258081176728,-0.025940875401028303,0.04484588850753061,0.0259380700147845,0.0,0.0 +4537,snp2624_m0_.31m1_.32,5,4537,4537,0.5633003616122852,-0.02600639912710375,0.04496775727883246,0.025933116712886155,0.0,0.0 +1877,snp4669_m0_.12m1_.1,2,1877,1877,0.5643182339237995,0.026040589116083153,0.04514462512876568,0.025865521198367006,0.0,0.0 +1026,snp2403_m0_.07m1_.1,2,1026,1026,0.5645383422565192,-0.025893630808455734,0.04491524053210732,0.02585091180386655,0.0,0.0 +1757,snp1033_m0_.27m1_.16,2,1757,1757,0.5646550888776177,0.025846041653428287,0.04484614195634548,0.02584316401311577,0.0,0.0 +4710,snp740_m0_.64m1_.42,5,4710,4710,0.5648219364457638,-0.025859588187503103,0.04488889041116534,0.025832092648985474,0.0,0.0 +2952,snp2329_m0_.1m1_.13,3,2952,2952,0.5649203333570116,-0.025828269760267267,0.04484586707841723,0.025825564142863078,0.0,0.0 +4044,snp3111_m0_.34m1_.38,5,4044,4044,0.5662535622657519,-0.025771923538707966,0.04490183964348122,0.025737159795030804,0.0,0.0 +4264,snp231_m0_.69m1_.49,5,4264,4264,0.5664989907377997,0.025785766562982315,0.0449543831822461,0.025720896675645845,0.0,0.0 +363,snp4883_m0_.22m1_.3,1,363,363,0.5665008412155048,0.025724976659988203,0.04484861722462586,0.025720774068038917,0.0,0.0 +780,snp4389_m0_.32m1_.23,1,780,780,0.5668098225762124,-0.025707110002664884,0.0448531881967622,0.025700304489856624,0.0,0.0 +672,snp1771_m0_.34m1_.13,1,672,672,0.5668339000605731,0.025723116508980775,0.044883903175721655,0.025698709614617277,0.0,0.0 +1846,snp174_m0_.03m1_.04,2,1846,1846,0.5670556209830706,-0.025704092971517725,0.04487637008348025,0.025684024501733068,0.0,0.0 +1322,snp4653_m0_.48m1_.23,2,1322,1322,0.567107563737625,0.02568868730684948,0.04485548509988795,0.025680584604156776,0.0,0.0 +2555,snp2573_m0_.09m1_.03,3,2555,2555,0.567475573574788,0.02567416604501479,0.04487273488176338,0.025656217541837265,0.0,0.0 +1755,snp3542_m0_.12m1_.04,2,1755,1755,0.5679734717485575,0.02563025707684824,0.04485364406513744,0.025623262177926882,0.0,0.0 +1866,snp3794_m0_.22m1_.12,2,1866,1866,0.5682380067293904,0.025606337019107084,0.04484243605697304,0.025605758488587132,0.0,0.0 +1896,snp1296_m0_.05m1_.06,2,1896,1896,0.5684576347522969,0.025592305124898386,0.04484332496277911,0.025591229144338375,0.0,0.0 +875,snp4025_m0_.25m1_.32,1,875,875,0.5685020368239941,0.025602269833005863,0.04486593787937757,0.02558829208032751,0.0,0.0 +2732,snp1053_m0_.17m1_.19,3,2732,2732,0.5685392537570482,0.025585625697852974,0.044841087091313805,0.025585830375935495,0.0,0.0 +4364,snp2859_m0_.2m1_.21,5,4364,4364,0.5691408595088401,-0.025588458673917912,0.04491593581418327,0.025546047965242003,0.0,0.0 +4971,snp4373_m0_.49m1_.54,5,4971,4971,0.5695318573860448,-0.025569789320019198,0.04492864883196412,0.025520203165985633,0.0,0.0 +4612,snp2372_m0_.14m1_.04,5,4612,4612,0.5695445391652447,-0.02561999179825275,0.0450183389799349,0.025519365046982653,0.0,0.0 +58,snp2879_m0_.37m1_.15,1,58,58,0.5700183106966696,0.025509220241486656,0.044878784367958356,0.025488060583313706,0.0,0.0 +259,snp135_m0_.14m1_.19,1,259,259,0.5703953775649919,-0.025462152625544715,0.044839821579259975,0.025463154721637012,0.0,0.0 +2532,snp3314_m0_.28m1_.46,3,2532,2532,0.5705021685535406,-0.025529326837484097,0.044970581085901275,0.025456102430059774,0.0,0.0 +3799,snp3468_m0_.03m1_.02,4,3799,3799,0.5705783757390078,0.02547945571911102,0.04489161180346602,0.02545107022317522,0.0,0.0 +195,snp3006_m0_.53m1_.48,1,195,195,0.5705804165999625,0.02547626910343632,0.04488623520659804,0.02545093546291726,0.0,0.0 +1465,snp2658_m0_.39m1_.27,2,1465,1465,0.5705838560922547,0.025450031269539056,0.04484040757774151,0.025450708350033695,0.0,0.0 +1032,snp3900_m0_.06m1_.06,2,1032,1032,0.5706860943082039,0.025445125601183935,0.044843666395538176,0.02544395776219789,0.0,0.0 +774,snp647_m0_.18m1_.17,1,774,774,0.570952888277831,-0.0254358655279833,0.044858419366145416,0.025426344586323917,0.0,0.0 +2350,snp2684_m0_.57m1_.31,3,2350,2350,0.5713486630527385,0.025408888019401235,0.04485695438777033,0.025400223563316397,0.0,0.0 +182,snp2254_m0_.15m1_.4,1,182,182,0.5715005759322822,-0.025394696157559876,0.04484961085707155,0.025390199636192615,0.0,0.0 +3188,snp3831_m0_.45m1_.25,4,3188,3188,0.571576477461737,0.02538774148376806,0.044846179192217936,0.02538519176927621,0.0,0.0 +3227,snp4700_m0_.27m1_.16,4,3227,3227,0.5716593113963935,0.02538170859128885,0.04484518283418069,0.025379726872682393,0.0,0.0 +866,snp2273_m0_.3m1_.26,1,866,866,0.5717998213778849,-0.025374835525655,0.04484942971786949,0.025370457707633895,0.0,0.0 +3081,snp1326_m0_.4m1_.21,4,3081,3081,0.571835285843999,0.02536712556532911,0.04483993979030332,0.025368118357730913,0.0,0.0 +3946,snp1484_m0_.09m1_.05,4,3946,3946,0.5719465496151478,-0.02539069601680946,0.04489459999917244,0.025360779488836433,0.0,0.0 +557,snp2764_m0_.07m1_.07,1,557,557,0.5720059917953482,0.025358251196217128,0.044844169484320025,0.025356859007689237,0.0,0.0 +2382,snp2439_m0_.03m1_.01,3,2382,2382,0.5723409354896742,0.025338237888063983,0.044847867911787284,0.025334771560207085,0.0,0.0 +124,snp2881_m0_.05m1_.04,1,124,124,0.5725702051742129,-0.025393921204834365,0.04497327502656823,0.025319656183558564,0.0,0.0 +1309,snp3781_m0_.29m1_.24,2,1309,1309,0.5729629750632825,0.025365672724711144,0.0449692544131437,0.025293768161136335,0.0,0.0 +1740,snp1799_m0_.08m1_.04,2,1740,1740,0.5729966939222705,-0.025332779343234392,0.04491488805756405,0.02529154609457227,0.0,0.0 +4400,snp1607_m0_.37m1_.37,5,4400,4400,0.5733234617882935,-0.025270546608593,0.04484274885443418,0.025270015355539032,0.0,0.0 +4137,snp2238_m0_.11m1_.06,5,4137,4137,0.573643861001969,0.025317299790232436,0.04496328991147403,0.025248909879470986,0.0,0.0 +4298,snp979_m0_.06m1_.22,5,4298,4298,0.5736703493373625,0.025248148950361125,0.04484357915423817,0.025247165277698307,0.0,0.0 +4716,snp4355_m0_.29m1_.18,5,4716,4716,0.5736921068682154,0.025269874536880364,0.04488471547112797,0.025245732289472994,0.0,0.0 +4165,snp2853_m0_.48m1_.61,5,4165,4165,0.573813498459004,-0.025323134296398514,0.044993573458151796,0.025237737702713838,0.0,0.0 +1223,snp4525_m0_.63m1_.33,2,1223,1223,0.5740342200609033,-0.025224633203055298,0.04484440089466674,0.02522320350353569,0.0,0.0 +3478,snp4210_m0_.15m1_.32,4,3478,3478,0.5744073311771609,0.02520232160140615,0.044848437301687645,0.025198640673529175,0.0,0.0 +4395,snp604_m0_.04m1_.08,5,4395,4395,0.5746149211364545,-0.025186274627198878,0.04484421145571864,0.02518497777188244,0.0,0.0 +495,snp3138_m0_.39m1_.42,1,495,495,0.5755176005315146,-0.025156390463726003,0.04489693339537568,0.02512559337259095,0.0,0.0 +278,snp4757_m0_.39m1_.41,1,278,278,0.5755537843495264,-0.025180875060429757,0.04494489053434606,0.025123213869892986,0.0,0.0 +2954,snp1576_m0_.19m1_.17,3,2954,2954,0.5762846272364552,0.02509513523161845,0.04487773441752509,0.02507516760250196,0.0,0.0 +167,snp2628_m0_.05m1_.02,1,167,167,0.5764493822706731,-0.025063449038464497,0.04484044365316538,0.025064340419671264,0.0,0.0 +437,snp1635_m0_.22m1_.26,1,437,437,0.5770005457163547,0.025067278439366267,0.04491221960127981,0.025028130261712633,0.0,0.0 +2725,snp3817_m0_.12m1_.28,3,2725,2725,0.5773442507878763,-0.025013100437228142,0.044855630421546173,0.025005557864215527,0.0,0.0 +938,snp2400_m0_.18m1_.43,1,938,938,0.5775687934084563,0.02500938976194708,0.04487545099187137,0.024990814718191756,0.0,0.0 +3161,snp3210_m0_.13m1_.16,4,3161,3161,0.577646622884344,0.02507750161714779,0.04500687481094642,0.02498570517449247,0.0,0.0 +4558,snp2865_m0_.54m1_.31,5,4558,4558,0.578153663279092,-0.024980589945791717,0.0448927782679034,0.02495242562463758,0.0,0.0 +1812,snp4290_m0_.45m1_.26,2,1812,1812,0.5782046779631218,0.024966249483034664,0.04487303078962859,0.024949078038584992,0.0,0.0 +2652,snp4943_m0_.23m1_.11,3,2652,2652,0.5783046610936307,0.024944732096450834,0.04484615644828212,0.02494251754230999,0.0,0.0 +1903,snp3056_m0_.06m1_.04,2,1903,1903,0.5783286666211145,-0.02503375614288091,0.04500904972173385,0.02494094247401819,0.0,0.0 +4422,snp3973_m0_.31m1_.32,5,4422,4422,0.5785969200261246,-0.024926906466696267,0.04484860664052971,0.024923343718608024,0.0,0.0 +3149,snp3948_m0_.18m1_.04,4,3149,3149,0.57866072986715,0.024939398640770997,0.0448786243138884,0.024919158039127403,0.0,0.0 +2247,snp3184_m0_.51m1_.32,3,2247,2247,0.5798937862386447,0.024840049236364677,0.044845419339888073,0.02483831668729278,0.0,0.0 +1564,snp792_m0_.26m1_.21,2,1564,1564,0.5799045132840828,0.024852141396866194,0.04486852070927407,0.02483761375629533,0.0,0.0 +2111,snp1673_m0_.75m1_.4,3,2111,2111,0.5799190522713655,0.024837700707027656,0.04484417039838076,0.024836661042813134,0.0,0.0 +4602,snp2493_m0_.1m1_.36,5,4602,4602,0.5801504949679397,-0.024861166347798343,0.044913977364034456,0.024821496525619553,0.0,0.0 +632,snp4385_m0_.1m1_.06,1,632,632,0.580486661441714,-0.02479849814692621,0.04484056770721372,0.024799475363144065,0.0,0.0 +1957,snp3797_m0_.37m1_.28,2,1957,1957,0.5816199710107786,0.024724934181779398,0.04484179031943125,0.02472527980133805,0.0,0.0 +1351,snp4528_m0_.1m1_.12,2,1351,1351,0.5820931035069985,0.02469786119297412,0.044848873404741904,0.024694324689863576,0.0,0.0 +2506,snp1048_m0_.08m1_.02,3,2506,2506,0.5821263316073495,-0.024696347999135563,0.044850075602570406,0.024692151152611058,0.0,0.0 +3742,snp347_m0_.37m1_.3,4,3742,3742,0.58212774897837,0.024696744631538647,0.04485096441779492,0.024692058439937974,0.0,0.0 +1020,snp3030_m0_.08m1_.14,2,1020,1020,0.5821369462112914,0.024776444224998556,0.04499680127224399,0.024691456835685535,0.0,0.0 +4232,snp2360_m0_.5m1_.44,5,4232,4232,0.5822042064508066,-0.024686585671251964,0.04484160268534177,0.024687057381078823,0.0,0.0 +1798,snp2424_m0_.09m1_.18,2,1798,1798,0.5823234102931136,-0.02471034848211281,0.04489895459326247,0.024679260905825787,0.0,0.0 +3097,snp2214_m0_.18m1_.18,4,3097,3097,0.5825316118644898,0.024699221925709933,0.04490352589268127,0.02466564535477458,0.0,0.0 +1305,snp2281_m0_.27m1_.3,2,1305,1305,0.582739999424382,0.024677770905737573,0.04488933985919827,0.024652019908289746,0.0,0.0 +1219,snp531_m0_.64m1_.46,2,1219,1219,0.5830047110226331,-0.02468546403255824,0.04493489583132483,0.024634714975455545,0.0,0.0 +2454,snp310_m0_.13m1_.09,3,2454,2454,0.5836401992094686,0.024593650926109895,0.04484341057635487,0.024593186250739033,0.0,0.0 +4677,snp2869_m0_.01m1_.15,5,4677,4677,0.5839251334507097,-0.024587855084110537,0.04486682073018715,0.02457457281134301,0.0,0.0 +927,snp405_m0_.07m1_.16,1,927,927,0.5840364373060908,0.02460033226906337,0.04490288004771702,0.024567302989402198,0.0,0.0 +3670,snp345_m0_.02m1_.09,4,3670,3670,0.5840642769795724,0.024599288985213685,0.04490430116479347,0.024565484739015226,0.0,0.0 +4787,snp1366_m0_.39m1_.34,5,4787,4787,0.5841946147826201,-0.024557281323904414,0.044843166764428385,0.024556972718603094,0.0,0.0 +332,snp757_m0_.19m1_.44,1,332,332,0.584541677881661,-0.02453363912947312,0.04484139975171656,0.02453431123282182,0.0,0.0 +1671,snp4285_m0_.03m1_.05,2,1671,1671,0.584823154240712,-0.024557283188469052,0.04491827598523243,0.02451593681547981,0.0,0.0 +3633,snp1074_m0_.16m1_.08,4,3633,3633,0.5849376907342488,-0.02453591270941236,0.044892884139515046,0.02450846119292798,0.0,0.0 +575,snp1011_m0_.03m1_.03,1,575,575,0.5849941756060968,-0.02453409573503572,0.04489631677870002,0.024504774761109502,0.0,0.0 +2906,snp4075_m0_.33m1_.54,3,2906,2906,0.5850951504026933,0.024503754227151724,0.04485286184392062,0.024498185147298877,0.0,0.0 +821,snp1271_m0_.38m1_.4,1,821,821,0.5850980868174491,-0.024497051183578183,0.044840943219676736,0.02449799352479718,0.0,0.0 +4614,snp2867_m0_.1m1_.1,5,4614,4614,0.5851617795425013,0.024611249482727474,0.045057627991537647,0.024493837219102702,0.0,0.0 +3102,snp328_m0_.07m1_.02,4,3102,3102,0.5854203957112005,0.024480832794066945,0.04484978044199157,0.02447696322345994,0.0,0.0 +3890,snp2726_m0_.32m1_.37,4,3890,3890,0.5854699357917733,0.024586777174128105,0.045049826403600605,0.02447373126307748,0.0,0.0 +4866,snp619_m0_.2m1_.14,5,4866,4866,0.5855016935257482,0.024484932285457825,0.04486701861457454,0.024471659477212925,0.0,0.0 +2658,snp1316_m0_.06m1_.12,3,2658,2658,0.5861221483050194,-0.024447784268223787,0.044873193946668735,0.024431193168705925,0.0,0.0 +4903,snp621_m0_.06m1_.43,5,4903,4903,0.5861922875405432,-0.024427415268624526,0.044844206617941744,0.02442661990672157,0.0,0.0 +1600,snp1663_m0_.18m1_.12,2,1600,1600,0.5864064695301476,-0.02442332210304838,0.044862353525051926,0.02441265624534415,0.0,0.0 +4643,snp4989_m0_.24m1_.22,5,4643,4643,0.5864765476639116,-0.024484387177770836,0.04498294436055248,0.024408087991548342,0.0,0.0 +2357,snp2567_m0_.24m1_.29,3,2357,2357,0.5868325053298138,0.02439770881207194,0.044866369644467115,0.02438488771469043,0.0,0.0 +2065,snp4800_m0_.51m1_.32,3,2065,2065,0.5869251400523245,0.024377915403848694,0.04484107761315516,0.024378851121247457,0.0,0.0 +631,snp1639_m0_.06m1_.17,1,631,631,0.5870318850848805,0.024452794699355348,0.04499165587790743,0.024371895567163866,0.0,0.0 +2931,snp2454_m0_.14m1_.39,3,2931,2931,0.5875280913106866,0.024346113453692128,0.04485489688800835,0.02433957020976465,0.0,0.0 +3381,snp2465_m0_.33m1_.15,4,3381,3381,0.5881156387090266,0.02430353225881466,0.04484698286069103,0.024301310711219444,0.0,0.0 +3734,snp1221_m0_.03m1_.04,4,3734,3734,0.588496583171841,-0.024295557151524077,0.044878086386019936,0.024276514050661953,0.0,0.0 +1814,snp2295_m0_.5m1_.45,2,1814,1814,0.5885474683906147,0.024296846987031315,0.044886595768380756,0.024273202359968372,0.0,0.0 +438,snp2760_m0_.03m1_.07,1,438,438,0.5885841920503356,0.024270252720491346,0.04484188262041634,0.02427081240789967,0.0,0.0 +3726,snp4968_m0_.21m1_.11,4,3726,3726,0.5886677162283582,0.02428932408686376,0.04488717740374429,0.024265376963962085,0.0,0.0 +1369,snp535_m0_.02m1_.2,2,1369,1369,0.5888713118363273,0.024281738981113476,0.04489768643546552,0.02425212920366961,0.0,0.0 +3258,snp2218_m0_.04m1_.07,4,3258,3258,0.5890128346968546,0.024243713286810274,0.044844411290380824,0.024242921696188694,0.0,0.0 +4790,snp2990_m0_.25m1_.38,5,4790,4790,0.5890840611342882,-0.024248714704118525,0.044862242275612196,0.024238288074062742,0.0,0.0 +4229,snp3351_m0_.25m1_.13,5,4229,4229,0.5892558674753487,0.024227970140181486,0.04484455205019849,0.024227112306236226,0.0,0.0 +3850,snp1452_m0_.03m1_.05,4,3850,3850,0.5894003740913435,0.02427429508543532,0.04494774431472281,0.02421771350854227,0.0,0.0 +4145,snp2967_m0_.39m1_.65,5,4145,4145,0.589769347818889,-0.02419570012934021,0.04484667061687727,0.02419372003884574,0.0,0.0 +2733,snp819_m0_.38m1_.31,3,2733,2733,0.5900149949580753,-0.024192051042605425,0.044869542276476146,0.024177750023808373,0.0,0.0 +3591,snp1339_m0_.17m1_.12,4,3591,3591,0.5900442796898182,-0.024176507641016358,0.044844246493885694,0.024175846368217912,0.0,0.0 +3484,snp1445_m0_.2m1_.47,4,3484,3484,0.5902216199576096,-0.024166550036489855,0.044847172153775816,0.02416431928122123,0.0,0.0 +1992,snp3548_m0_.05m1_.08,2,1992,1992,0.5902714780602589,-0.024174738078642833,0.0448683875976773,0.02416107879950694,0.0,0.0 +4455,snp4346_m0_.4m1_.11,5,4455,4455,0.5903523369162282,0.02415529361079547,0.044842057533034406,0.024155823719352036,0.0,0.0 +2396,snp4304_m0_.42m1_.53,3,2396,2396,0.5903704247560674,-0.02419117097588703,0.04491084730438068,0.024154648221745036,0.0,0.0 +3147,snp4079_m0_.4m1_.52,4,3147,3147,0.5905895982867354,-0.02415644219408646,0.04487284739029708,0.024140405824269795,0.0,0.0 +1808,snp1927_m0_.6m1_.3,2,1808,1808,0.5908043415809032,0.024144188891085435,0.04487603734432088,0.0241264536655874,0.0,0.0 +4526,snp4859_m0_.27m1_.35,5,4526,4526,0.5909718339713171,-0.024130064970730017,0.04487003300478904,0.024115573075781032,0.0,0.0 +1412,snp4278_m0_.17m1_.25,2,1412,1412,0.591569307916143,-0.024078567382527775,0.044846471705269834,0.024076771664942105,0.0,0.0 +354,snp3883_m0_.5m1_.35,1,354,354,0.5921209776041553,0.024049669647031906,0.044859410227485526,0.02404096082932546,0.0,0.0 +1204,snp1399_m0_.16m1_.21,2,1204,1204,0.5926788280648664,-0.02401095806704466,0.04485477539851774,0.02400476429859715,0.0,0.0 +4868,snp4870_m0_.32m1_.13,5,4868,4868,0.5927489303972336,0.023999449347171235,0.04484177586904736,0.02400021676007555,0.0,0.0 +1432,snp1029_m0_.39m1_.4,2,1432,1432,0.5928810936843512,0.024000768357264595,0.04486027348234705,0.02399164399571949,0.0,0.0 +4204,snp4850_m0_.11m1_.15,5,4204,4204,0.592989367740259,0.024122600435840122,0.04510120111100614,0.023984621455766984,0.0,0.0 +961,snp524_m0_.2m1_.18,1,961,961,0.5931140404893731,-0.024003743411383678,0.04489412108674758,0.023976536039609222,0.0,0.0 +125,snp3750_m0_.18m1_.09,1,125,125,0.5931627289216916,-0.02399481462835513,0.04488333554140177,0.023973378653893946,0.0,0.0 +3871,snp1459_m0_.16m1_.28,4,3871,3871,0.5936734137186321,0.0239441456166313,0.0448505365822979,0.023940268491987708,0.0,0.0 +4847,snp1622_m0_.15m1_.3,5,4847,4847,0.5939794126694072,0.023931526462190385,0.04486408789984989,0.023920435329382043,0.0,0.0 +2200,snp1045_m0_.54m1_.39,3,2200,2200,0.594489028507126,0.023886483270814482,0.04484158147105565,0.023887415182334747,0.0,0.0 +4113,snp4494_m0_.16m1_.19,5,4113,4113,0.594621909380925,-0.023885785441654355,0.04485644461653072,0.02387880739393016,0.0,0.0 +490,snp3887_m0_.28m1_.31,1,490,490,0.5949692988242783,0.023855625018666275,0.044842079944518914,0.02385630825738433,0.0,0.0 +585,snp142_m0_.37m1_.21,1,585,585,0.5950350808056035,-0.02392174260235484,0.044974398202383394,0.023852048474026374,0.0,0.0 +304,snp1761_m0_.46m1_.44,1,304,304,0.5950600857228965,-0.023851153139478422,0.04484473147768451,0.023850429309788243,0.0,0.0 +1941,snp3299_m0_.69m1_.47,2,1941,1941,0.5952037779582742,-0.023841057898081223,0.044843253740533065,0.023841125286994544,0.0,0.0 +3941,snp1482_m0_.35m1_.37,4,3941,3941,0.5953672747706081,0.023879921829180178,0.0449363163216347,0.023830540167684617,0.0,0.0 +151,snp1629_m0_.15m1_.15,1,151,151,0.5957220329629527,-0.023863190926268985,0.044948169609795786,0.023807576939976018,0.0,0.0 +1425,snp2782_m0_.26m1_.34,2,1425,1425,0.5957740795947514,0.023804474522887253,0.04484392105427571,0.023804208524223863,0.0,0.0 +4960,snp103_m0_.36m1_.32,5,4960,4960,0.5960418449954594,-0.023796096538865028,0.044860811599034996,0.023786881078584468,0.0,0.0 +3895,snp4469_m0_.24m1_.25,4,3895,3895,0.596115394337547,-0.023799850816023024,0.04487687247064307,0.023782122224738092,0.0,0.0 +4550,snp2370_m0_.16m1_.29,5,4550,4550,0.5962192295514748,-0.023775450199803008,0.04484353738278741,0.023775404242015696,0.0,0.0 +738,snp646_m0_.11m1_.13,1,738,738,0.5964054895884382,0.023853225569251724,0.045013057252606216,0.023763354828183276,0.0,0.0 +1691,snp2548_m0_.31m1_.41,2,1691,1691,0.5964746822491438,-0.02377715781437405,0.04487796831334271,0.023758879096644717,0.0,0.0 +3317,snp957_m0_.02m1_.07,4,3317,3317,0.5967816619011672,0.02377585233931224,0.04491305716675381,0.023739024940591942,0.0,0.0 +524,snp4509_m0_.54m1_.38,1,524,524,0.5972103649244866,0.0237155186532549,0.044851486118267385,0.023711305979957024,0.0,0.0 +4038,snp68_m0_.36m1_.41,5,4038,4038,0.5975264764768806,0.023707564479153464,0.044875135930852475,0.02369087270600801,0.0,0.0 +958,snp3028_m0_.11m1_.14,1,958,958,0.5977841262795127,-0.023673760073119676,0.04484268344930228,0.023674221990030792,0.0,0.0 +3847,snp4735_m0_.39m1_.28,4,3847,3847,0.5978980145063039,-0.023668318233783892,0.044846323659855664,0.023666862956347293,0.0,0.0 +4299,snp3475_m0_.36m1_.4,5,4299,4299,0.5980830865683061,-0.023729833899351103,0.044985623503678386,0.02365490564163603,0.0,0.0 +1598,snp793_m0_.32m1_.28,2,1598,1598,0.598102096970138,0.023691212221457918,0.04491474004815453,0.023653677494092685,0.0,0.0 +4178,snp2358_m0_.29m1_.22,5,4178,4178,0.5982711096989307,-0.023666487206861875,0.04488859675488499,0.023642759376547463,0.0,0.0 +1528,snp791_m0_.21m1_.01,2,1528,1528,0.5985232051013052,0.02365192596866703,0.044891912266280386,0.02362647676290433,0.0,0.0 +4626,snp367_m0_.43m1_.44,5,4626,4626,0.598631832080184,-0.023618733661017927,0.04484223445209369,0.02361946160117763,0.0,0.0 +316,snp4132_m0_.32m1_.55,1,316,316,0.5986546130212239,0.0236218070800015,0.04485086468078234,0.023617990474441748,0.0,0.0 +1889,snp1803_m0_.18m1_.19,2,1889,1889,0.5988737860231141,-0.023704672329047587,0.045035202246859266,0.023603838214208465,0.0,0.0 +3340,snp582_m0_.4m1_.32,4,3340,3340,0.5992223688284899,-0.023584791149184162,0.04485023000172574,0.023581334631364442,0.0,0.0 +2076,snp1807_m0_.49m1_.49,3,2076,2076,0.5996109388238611,0.023563415774471193,0.04485731230851307,0.023556256550331292,0.0,0.0 +98,snp380_m0_.03m1_.06,1,98,98,0.599618373478243,0.023585858547806107,0.04490095125055099,0.023555776793624736,0.0,0.0 +20,snp2376_m0_.38m1_.49,1,20,20,0.5998763661906369,-0.023578195373622005,0.0449181233299094,0.023539130240157028,0.0,0.0 +1460,snp2166_m0_.14m1_.19,2,1460,1460,0.6000633933269048,-0.023587278563993237,0.044958484861594386,0.023527064642913258,0.0,0.0 +4733,snp4124_m0_.25m1_.22,5,4733,4733,0.6000902104456222,-0.023547048053931346,0.044885105725356644,0.023525334741299316,0.0,0.0 +2008,snp4295_m0_.46m1_.36,3,2008,2008,0.6001410126904422,0.023539132435328323,0.04487627168529789,0.023522057718038964,0.0,0.0 +1544,snp666_m0_.21m1_.48,2,1544,1544,0.6001627740179757,0.0235682248079184,0.04493441791422607,0.0235206540313991,0.0,0.0 +3843,snp4731_m0_.16m1_,4,3843,3843,0.6007591808378163,0.023483307630693562,0.044845891120527226,0.02348219249861412,0.0,0.0 +61,snp1500_m0_.28m1_.26,1,61,61,0.6008914659203588,0.023507314244787386,0.044908055652244795,0.023473663930119258,0.0,0.0 +4159,snp3601_m0_.4m1_.46,5,4159,4159,0.601133578412172,-0.023457134291662456,0.04484202335354704,0.02345805685426065,0.0,0.0 +3899,snp1468_m0_.13m1_.19,4,3899,3899,0.6012991510098176,-0.02349303995275301,0.044931113987645724,0.02344738532879395,0.0,0.0 +435,snp510_m0_.29m1_.3,1,435,435,0.6016388585990093,-0.023447328248350465,0.04488561784361914,0.02342549455103872,0.0,0.0 +480,snp2761_m0_.24m1_.08,1,480,480,0.6021713454394386,0.023396102078355567,0.04485327001610818,0.023391192248276793,0.0,0.0 +353,snp2385_m0_.02m1_.01,1,353,353,0.6028012104549997,-0.023355729906907426,0.044853685249744604,0.02335063452404644,0.0,0.0 +1126,snp1397_m0_.13m1_.08,2,1126,1126,0.6030462488506747,0.02335731889067689,0.044887074197550045,0.023334861363566408,0.0,0.0 +4659,snp3980_m0_.27m1_.3,5,4659,4659,0.6031701570718779,-0.023334059908137184,0.04485771497462606,0.02332688646625,0.0,0.0 +3403,snp4454_m0_.18m1_.11,4,3403,3403,0.6032491634618664,0.02339719803903759,0.04498890416814463,0.023321801893892935,0.0,0.0 +3411,snp2342_m0_.29m1_.52,4,3411,3411,0.6033055578117889,0.02334069604481625,0.04488724907717852,0.023318172735255147,0.0,0.0 +2189,snp3804_m0_.63m1_.39,3,2189,2189,0.6037934487635221,-0.023286817131522686,0.04484403477980336,0.023286781722225564,0.0,0.0 +1452,snp4279_m0_.25m1_.31,2,1452,1452,0.6045640390053084,-0.02334647525134145,0.04505485349415475,0.023237224906210482,0.0,0.0 +4393,snp2487_m0_.32m1_.2,5,4393,4393,0.6046759242750068,-0.023230204511795607,0.04484435904373706,0.02323003189228461,0.0,0.0 +2554,snp2691_m0_.02m1_.11,3,2554,2554,0.6047774971326324,-0.023243398307390025,0.04488245120056446,0.023223502370489535,0.0,0.0 +2691,snp4815_m0_.05m1_.21,3,2691,2691,0.6049569512132076,-0.023220184916180147,0.04485992011885888,0.02321196752109233,0.0,0.0 +4943,snp99_m0_.57m1_.36,5,4943,4943,0.6051310889493033,-0.023213097132855808,0.04486787170151269,0.023200775854830765,0.0,0.0 +2407,snp444_m0_.62m1_.55,3,2407,2407,0.6055005416180753,-0.02317637351218615,0.04484279869283719,0.023177036248054922,0.0,0.0 +2103,snp1043_m0_.14m1_.17,3,2103,2103,0.6055120716925937,-0.02318170593120412,0.04485455051364949,0.023176295473957997,0.0,0.0 +1483,snp2033_m0_.4m1_.39,2,1483,1483,0.6058345369925555,-0.023262960022138436,0.045052059026169745,0.02315558055693055,0.0,0.0 +3524,snp715_m0_.33m1_.36,4,3524,3524,0.6059574125124687,0.02316199349272011,0.044871824752796184,0.02314768842517748,0.0,0.0 +220,snp2255_m0_.24m1_.07,1,220,220,0.6063420419190106,0.02312602124986237,0.04485001817837642,0.023122988802045375,0.0,0.0 +1471,snp2286_m0_.42m1_.22,2,1471,1471,0.6066370491774457,-0.023110360682237586,0.044856407234029935,0.023104049149200404,0.0,0.0 +3606,snp3106_m0_.02m1_.1,4,3606,3606,0.606823218035724,0.023139833972592925,0.04493686884848702,0.02309209910289417,0.0,0.0 +2485,snp1311_m0_.16m1_.07,3,2485,2485,0.6069800406778043,0.02308114310255406,0.04484244865638895,0.023082034036487505,0.0,0.0 +1821,snp1177_m0_.41m1_.39,2,1821,1821,0.6074886362877755,0.023053078661282953,0.044851370988959235,0.0230493997199036,0.0,0.0 +2963,snp2825_m0_.15m1_.35,3,2963,2963,0.6075249772806823,0.023115782685153238,0.044977917829651916,0.023047068345660886,0.0,0.0 +1612,snp290_m0_.11m1_.46,2,1612,1612,0.6076264107486711,-0.023114054006436156,0.04498726227963024,0.02304056143904757,0.0,0.0 +4607,snp3735_m0_.4m1_.46,5,4607,4607,0.6079856139472579,0.023016890330924508,0.044843014437947894,0.023017522615419853,0.0,0.0 +1238,snp2904_m0_.31m1_.07,2,1238,1238,0.6085899196808822,0.022982830683843172,0.04485219748769787,0.022978776879895406,0.0,0.0 +1732,snp4795_m0_.23m1_.17,2,1732,1732,0.6088209840823824,0.0229724359625982,0.04486084091671952,0.022963966443912315,0.0,0.0 +3697,snp2841_m0_.2m1_.14,4,3697,3697,0.6089442587536509,0.02296856970633866,0.04486873550997721,0.022956065980587893,0.0,0.0 +4345,snp4112_m0_.47m1_.75,5,4345,4345,0.6090741760567935,0.02296495555752371,0.04487795966497183,0.02294774057027504,0.0,0.0 +2786,snp4440_m0_.22m1_.29,3,2786,2786,0.609170936292607,0.022948446530588498,0.04485782409095598,0.02294154045563497,0.0,0.0 +2217,snp2052_m0_.13m1_.26,3,2217,2217,0.6091810724521707,-0.023025416289562086,0.04500955342357034,0.022940890985272716,0.0,0.0 +2464,snp2314_m0_.07m1_.25,3,2464,2464,0.6091965906199193,-0.02300439470520371,0.044970411062199324,0.022939896674173864,0.0,0.0 +279,snp3881_m0_.25m1_.05,1,279,279,0.6093087488944275,0.022936656803982616,0.044852050467751925,0.0229327105786719,0.0,0.0 +4189,snp4974_m0_.05m1_,5,4189,4189,0.6094414382531744,0.02294094302545702,0.0448770760214398,0.022924209792877237,0.0,0.0 +4382,snp4113_m0_.15m1_.09,5,4382,4382,0.6095924544849163,0.022917438561011697,0.04485003302484896,0.022914535888278142,0.0,0.0 +2168,snp555_m0_.24m1_.4,3,2168,2168,0.6100206708366593,-0.02289546753077156,0.044860754792905196,0.02288711067486921,0.0,0.0 +403,snp390_m0_.15m1_.14,1,403,403,0.6103664309279306,-0.02286418056728987,0.04484284990700683,0.02286497261130269,0.0,0.0 +52,snp3501_m0_.12m1_.14,1,52,52,0.6104453487599224,0.02289543357947296,0.04491407467225895,0.022859920498534917,0.0,0.0 +4068,snp4106_m0_.56m1_.67,5,4068,4068,0.6109134319491332,-0.0228291578695,0.044842861684825264,0.022829960975914422,0.0,0.0 +4211,snp3854_m0_.09m1_.2,5,4211,4211,0.6110503854843983,0.022862913925329523,0.04492642295523529,0.02282119722570802,0.0,0.0 +2868,snp1057_m0_.03m1_.06,3,2868,2868,0.6112385311564243,-0.022925323252628145,0.04507284771289093,0.022809159070895226,0.0,0.0 +2860,snp1321_m0_.02m1_.08,3,2860,2860,0.6113249150221689,-0.0228029603670663,0.044843144369074446,0.022803632506473742,0.0,0.0 +4384,snp1094_m0_.16m1_.1,5,4384,4384,0.6114016342172566,0.022812214293548665,0.04487100515178184,0.022798724546075896,0.0,0.0 +414,snp759_m0_.19m1_.24,1,414,414,0.6114924205982037,-0.022792109834239894,0.04484288901532239,0.022792917016322484,0.0,0.0 +2075,snp804_m0_.39m1_.13,3,2075,2075,0.6115523130754985,-0.02278832125639544,0.04484297626994512,0.022789085952482198,0.0,0.0 +2850,snp3321_m0_.18m1_,3,2850,2850,0.6119147631709483,0.022776397774326492,0.044865173279678275,0.0227659051136765,0.0,0.0 +1762,snp545_m0_.19m1_.12,2,1762,1762,0.6119846203280354,-0.022763860359501696,0.04484928176189199,0.022761438029591068,0.0,0.0 +153,snp630_m0_.37m1_.36,1,153,153,0.6125796389616635,-0.022912218258243803,0.045217184059172084,0.022723398093075192,0.0,0.0 +4127,snp597_m0_.03m1_.06,5,4127,4127,0.6131560308010526,-0.022685720805715265,0.04484291789874203,0.02268656450174973,0.0,0.0 +3979,snp1491_m0_.5m1_.49,4,3979,3979,0.6133899466195077,0.02267084611439232,0.04484306859510092,0.022671620756000963,0.0,0.0 +4434,snp2488_m0_.2m1_.09,5,4434,4434,0.6134360902998378,0.022712485676425455,0.04493127653865756,0.022668673156472724,0.0,0.0 +3867,snp4743_m0_.11m1_.15,4,3867,3867,0.6135455015635066,0.022663014188513398,0.044847242243295664,0.02266168449408404,0.0,0.0 +937,snp2642_m0_.22m1_.19,1,937,937,0.6138741033397582,0.02264310508798853,0.04484939942875293,0.022640698295950494,0.0,0.0 +4166,snp2749_m0_.44m1_.27,5,4166,4166,0.6141114915205053,0.022627976124454986,0.04484947508654066,0.022625540538887608,0.0,0.0 +1580,snp667_m0_.59m1_.19,2,1580,1580,0.6142337379850716,0.022616957125537396,0.044843111619768894,0.02261773583771047,0.0,0.0 +4645,snp3616_m0_.4m1_.59,5,4645,4645,0.6142641021869888,-0.0226187091676738,0.0448504313288229,0.022615797371919412,0.0,0.0 +955,snp1155_m0_.34m1_.37,1,955,955,0.6142768397202394,-0.022627994246778433,0.044870456783791625,0.02261498421397413,0.0,0.0 +3483,snp2836_m0_.02m1_.02,4,3483,3483,0.6142953753278775,0.022612963314565578,0.0448429985486062,0.022613800923006248,0.0,0.0 +1988,snp2429_m0_.5m1_.4,2,1988,1988,0.6144222137416049,-0.0226062553685417,0.04484576132641284,0.022605704131462935,0.0,0.0 +3609,snp3716_m0_.55m1_.33,4,3609,3609,0.6147868127336948,0.02258322346833427,0.04484625939930197,0.02258243386373287,0.0,0.0 +1315,snp3658_m0_.42m1_.31,2,1315,1315,0.6150909357065186,-0.022571765849773988,0.04486207765218171,0.022563028066211827,0.0,0.0 +4305,snp1857_m0_.4m1_.39,5,4305,4305,0.6152624472314154,0.02255136349805401,0.044843285551543426,0.02255208593472204,0.0,0.0 +3336,snp1332_m0_.62m1_.14,4,3336,3336,0.6155908485677207,0.022548858073285046,0.04488001188230862,0.02253113824151366,0.0,0.0 +4296,snp356_m0_.4m1_.45,5,4296,4296,0.6160385301281186,-0.02252163333322438,0.04488272321838206,0.022502589920157325,0.0,0.0 +4721,snp370_m0_.36m1_.15,5,4721,4721,0.6167498410328203,0.02251754942026381,0.04496523197764861,0.022457248818537005,0.0,0.0 +1191,snp4524_m0_.51m1_.35,2,1191,1191,0.6168903553954623,0.022447459072577072,0.04484315753619476,0.02244829471475171,0.0,0.0 +2135,snp2802_m0_.21m1_.1,3,2135,2135,0.6169313816047297,0.02248303631770482,0.044919463643664496,0.02244568053848634,0.0,0.0 +87,snp3003_m0_.02m1_.07,1,87,87,0.6171467713948102,-0.02245122509455235,0.044883362711850214,0.022431957219474448,0.0,0.0 +3593,snp64_m0_.29m1_.03,4,3593,3593,0.6177293333466078,0.02254643740711945,0.045148428150160694,0.022394850412829927,0.0,0.0 +3051,snp828_m0_.11m1_.11,4,3051,3051,0.6177490095988645,-0.022461683886479296,0.04498123031914172,0.022393597382984815,0.0,0.0 +2805,snp2325_m0_.37m1_.53,3,2805,2805,0.6178057880569104,0.02238927158223881,0.04484346326477675,0.022389981695363444,0.0,0.0 +1015,snp1020_m0_.37m1_.32,2,1015,1015,0.6178087409413564,0.022411952608321732,0.044889268265187965,0.022389793657806335,0.0,0.0 +1833,snp1670_m0_.07m1_.04,2,1833,1833,0.618096890532895,-0.022384308225739162,0.044870686494364,0.02237144638414722,0.0,0.0 +639,snp2267_m0_.38m1_.12,1,639,639,0.6182193681411277,0.022422190934916823,0.04496230368072849,0.022363649028962745,0.0,0.0 +3415,snp2597_m0_.26m1_.26,4,3415,3415,0.6184131507606897,-0.02235097137149209,0.04484423788383313,0.022351313521335094,0.0,0.0 +21,snp125_m0_.64m1_.41,1,21,21,0.6184409814320224,-0.022377577431780447,0.04490117982911323,0.022349542058795024,0.0,0.0 +3646,snp1340_m0_.06m1_.3,4,3646,3646,0.6187293258450702,0.022349128293664998,0.04488096664059027,0.022331190562664676,0.0,0.0 +4600,snp3362_m0_.4m1_.46,5,4600,4600,0.6189332404444188,0.0223763893782616,0.044961850242154544,0.02231821479631087,0.0,0.0 +3728,snp66_m0_.09m1_.01,4,3728,3728,0.6193789873176805,-0.022302543832485044,0.04487051073546628,0.02228985691260859,0.0,0.0 +2771,snp455_m0_.3m1_.31,3,2771,2771,0.6193928473073236,0.022293308531788222,0.04485370517060993,0.02228897529896922,0.0,0.0 +2684,snp199_m0_.07m1_.08,3,2684,2684,0.6194190246465036,-0.02228652446912504,0.04484340742110078,0.02228731022017085,0.0,0.0 +27,snp1876_m0_.36m1_.36,1,27,27,0.6195872682273342,0.022285622058938262,0.044863142573595916,0.02227660937306215,0.0,0.0 +1401,snp662_m0_.27m1_.29,2,1401,1401,0.619657643301637,-0.02230050638754154,0.04490213219108076,0.02227213366077129,0.0,0.0 +3583,snp4580_m0_.24m1_.36,4,3583,3583,0.619743466561853,0.022273169698295806,0.04485808782056525,0.022266675774135134,0.0,0.0 +70,snp1879_m0_.09m1_.09,1,70,70,0.6198721506206155,-0.022278605294119496,0.04488553866226455,0.02225849279224477,0.0,0.0 +2508,snp2443_m0_.19m1_.37,3,2508,2508,0.6200094110294381,-0.022256912941312636,0.04485943232714137,0.02224976525624219,0.0,0.0 +2109,snp302_m0_.19m1_.4,3,2109,2109,0.6200475545292543,-0.02226101812773977,0.044872599849025335,0.02224734009727312,0.0,0.0 +214,snp632_m0_.24m1_.11,1,214,214,0.6201575466174375,0.022242363735132935,0.044849101519215596,0.02224034717680568,0.0,0.0 +3216,snp4081_m0_.1m1_.12,4,3216,3216,0.6204550538658291,-0.022243076495521305,0.044888728137869954,0.022221435382067407,0.0,0.0 +4027,snp595_m0_.25m1_.35,5,4027,4027,0.6205326913680307,-0.0222814191249383,0.044976099849361025,0.022216500807093444,0.0,0.0 +410,snp2632_m0_.02m1_.06,1,410,410,0.620668852501996,0.02224431196637394,0.04491870239733975,0.022207847165706642,0.0,0.0 +2761,snp318_m0_.13m1_.13,3,2761,2761,0.621266539198984,-0.022177746936195536,0.04486103643621025,0.022169871271689845,0.0,0.0 +1682,snp169_m0_.22m1_.33,2,1682,1682,0.6214312664571304,0.022163782024702313,0.044853968743973384,0.022159407593991855,0.0,0.0 +3845,snp4733_m0_.23m1_.2,4,3845,3845,0.6215823661965467,-0.022150725137720425,0.044846977105846265,0.022149810609485118,0.0,0.0 +929,snp4897_m0_.09m1_.26,1,929,929,0.6216473951253974,-0.022150035793566093,0.04485394880529626,0.022145680657726027,0.0,0.0 +4879,snp3624_m0_.12m1_.07,5,4879,4879,0.6218180275199419,0.02214058664632074,0.04485677340781509,0.02213484477677846,0.0,0.0 +392,snp4256_m0_.11m1_.11,1,392,392,0.6219727428317582,-0.02212783568493935,0.04485085561049967,0.022125020810629836,0.0,0.0 +2114,snp1184_m0_.43m1_.41,3,2114,2114,0.621995237845488,0.022123292305879685,0.04484454300032084,0.02212359253164322,0.0,0.0 +4902,snp1372_m0_.15m1_.09,5,4902,4902,0.6221537050541569,-0.022123541957860673,0.04486546209866885,0.022113531584653952,0.0,0.0 +2413,snp4061_m0_.08m1_.04,3,2413,2413,0.6224094436193067,-0.02212346019450843,0.04489827372200038,0.022097297300265974,0.0,0.0 +3811,snp349_m0_.38m1_.2,4,3811,3811,0.6225213321886052,0.022090963084960447,0.044846742919914584,0.02209019552076316,0.0,0.0 +1397,snp4909_m0_.22m1_.13,2,1397,1397,0.6231473091512818,0.022084184935099112,0.04491378426597236,0.022050473747135323,0.0,0.0 +4961,snp4370_m0_.2m1_.24,5,4961,4961,0.6237110839565978,0.022089307434052716,0.044997210983273396,0.022014713793715567,0.0,0.0 +1327,snp2538_m0_.16m1_.13,2,1327,1327,0.6238151213321503,-0.02201108167785843,0.044851308393425535,0.022008116279305705,0.0,0.0 +3131,snp4449_m0_.24m1_.22,4,3131,3131,0.623839001998873,0.02201223026939268,0.04485673681558206,0.02200660195739185,0.0,0.0 +2124,snp182_m0_.08m1_.06,3,2124,2124,0.6239081270608934,0.022005835260921626,0.044852642971199966,0.022002218736709666,0.0,0.0 +4385,snp1728_m0_.5m1_.31,5,4385,4385,0.6239684270984143,-0.022014854084467152,0.04487882791454316,0.021998395281850117,0.0,0.0 +1882,snp3297_m0_.56m1_.35,2,1882,1882,0.6241101289698566,0.022028511871813306,0.04492502682625175,0.02198941099367768,0.0,0.0 +1862,snp3919_m0_.1m1_.03,2,1862,1862,0.6241122379797606,0.021997559997889264,0.04486217638668595,0.021989277283294643,0.0,0.0 +1370,snp4404_m0_.46m1_.42,2,1370,1370,0.6242559224761434,0.021991657982089113,0.04486873562823458,0.02198016820196967,0.0,0.0 +3854,snp4739_m0_.52m1_.54,4,3854,3854,0.6248117770925513,0.02195317446915516,0.044862160722165534,0.02194493751453287,0.0,0.0 +2375,snp1191_m0_.41m1_.05,3,2375,2375,0.6249838843542526,0.02197359605054321,0.04492623001340173,0.021934031899124146,0.0,0.0 +4099,snp972_m0_.26m1_.39,5,4099,4099,0.6250226388745916,-0.021934068141903643,0.04485043643653095,0.021931576388430088,0.0,0.0 +2975,snp947_m0_.02m1_.08,3,2975,2975,0.6250291930975719,0.021940491503806798,0.04486442073974231,0.021931161115229827,0.0,0.0 +1296,snp659_m0_.03m1_.03,2,1296,1296,0.6250373352521699,0.021954851082170233,0.044894840093806655,0.021930645233864787,0.0,0.0 +2815,snp51_m0_.47m1_.33,3,2815,2815,0.625410824413668,-0.02196393177868247,0.04496194156724076,0.02190698432080659,0.0,0.0 +636,snp1770_m0_.48m1_.59,1,636,636,0.6256770825776072,0.02189505171751622,0.04485548486893391,0.021890120307014427,0.0,0.0 +1267,snp416_m0_.66m1_.42,2,1267,1267,0.6262818956187153,-0.021868225321214782,0.04487907792745511,0.02185182466505845,0.0,0.0 +3452,snp1071_m0_.07m1_.08,4,3452,3452,0.62640009500039,-0.021854161058700174,0.04486558435485293,0.02184434235347828,0.0,0.0 +4323,snp1605_m0_.19m1_.51,5,4323,4323,0.6264262281892752,-0.021865604676361314,0.044892478783556115,0.02184268814010573,0.0,0.0 +2009,snp2675_m0_.09m1_.15,3,2009,2009,0.6266692412297774,0.02182740907585005,0.04484565342821605,0.02182730699419849,0.0,0.0 +4206,snp1854_m0_.24m1_.26,5,4206,4206,0.6268351441175485,0.02181717595006479,0.04484621054258177,0.02181680788855445,0.0,0.0 +2775,snp3939_m0_.1m1_.1,3,2775,2775,0.6270295010564914,0.021810541001739455,0.04485787084459229,0.021804509593009506,0.0,0.0 +3334,snp1706_m0_.23m1_.28,4,3334,3334,0.6274447531329268,-0.02178666934519352,0.044862850912188855,0.02177823921820808,0.0,0.0 +3084,snp1961_m0_.03m1_.06,4,3084,3084,0.6274752701159543,0.021781687086745542,0.04485656927114597,0.021776308895222887,0.0,0.0 +264,snp1760_m0_.05m1_.09,1,264,264,0.6274792998790579,-0.021831755400200516,0.04496020500885059,0.021776053999360945,0.0,0.0 +3382,snp3102_m0_.44m1_.4,4,3382,3382,0.6275120595877578,-0.021803149356162826,0.0449055689543469,0.021773981865289723,0.0,0.0 +4860,snp3989_m0_.66m1_.43,5,4860,4860,0.6278516067622426,0.02177094953000817,0.044883537629573464,0.02175250737715848,0.0,0.0 +4253,snp3855_m0_.27m1_.15,5,4253,4253,0.6280637393046595,0.021798957838946992,0.044969023548067186,0.021739093683752524,0.0,0.0 +2316,snp3308_m0_.21m1_.2,3,2316,2316,0.6282862249793235,0.021829319640406044,0.04506082719794057,0.02172502741568392,0.0,0.0 +3826,snp3719_m0_.41m1_.16,4,3826,3826,0.6283713574818923,0.021724302488300314,0.044855164109771625,0.02171964562509282,0.0,0.0 +4279,snp4341_m0_.06m1_.25,5,4279,4279,0.6288416142024755,-0.02169214366119213,0.044850168816991526,0.021689923186280755,0.0,0.0 +967,snp3151_m0_.19m1_.23,1,967,967,0.6293339938505519,-0.02172388521331855,0.04498034394538507,0.02165881264020675,0.0,0.0 +3386,snp1969_m0_.1m1_.15,4,3386,3386,0.6297982992360394,-0.02163010647984587,0.04484692416932708,0.02162948544774094,0.0,0.0 +187,snp631_m0_.41m1_.46,1,187,187,0.6298550852015534,-0.02162668626584499,0.044847272011448655,0.021625899275059035,0.0,0.0 +847,snp2523_m0_.22m1_.35,1,847,847,0.6299806064859028,-0.02161992691385578,0.04484970147729626,0.02161797278744656,0.0,0.0 +533,snp1142_m0_.06m1_.05,1,533,533,0.6301632250358508,-0.02160811361845829,0.044849128684234844,0.021606441891057985,0.0,0.0 +4292,snp232_m0_.2m1_.19,5,4292,4292,0.6303811171498453,-0.021614825989001423,0.044891655395491226,0.021592685613217148,0.0,0.0 +3813,snp3110_m0_.31m1_.12,4,3813,3813,0.6305943889250268,0.021582150455131687,0.04485176908628736,0.021579222992615513,0.0,0.0 +791,snp145_m0_.24m1_.26,1,791,791,0.6306507482573613,-0.021715063731012132,0.04513543188361656,0.02157566567567388,0.0,0.0 +3208,snp2705_m0_.4m1_.52,4,3208,3208,0.6308260302594556,-0.02157321851047656,0.04486361621176087,0.021564603001316542,0.0,0.0 +14,snp3001_m0_.02m1_,1,14,14,0.6308916721241957,0.02160262243182706,0.044933400253105826,0.021560460444737604,0.0,0.0 +4084,snp4493_m0_.12m1_.23,5,4084,4084,0.6311649993096005,0.02154306710441942,0.04484541606912045,0.021543213157997475,0.0,0.0 +3999,snp4489_m0_.05m1_.3,4,3999,3999,0.631236879016228,0.02153988034577215,0.04484822792262514,0.021538677985845092,0.0,0.0 +3327,snp4958_m0_.43m1_.3,4,3327,3327,0.6314379030711603,-0.021525243365193392,0.0448441692618898,0.02152599575552645,0.0,0.0 +1264,snp3159_m0_.07m1_.14,2,1264,1264,0.6314683578328942,0.021538200703877717,0.044875170607275125,0.0215240745713444,0.0,0.0 +2131,snp2187_m0_.46m1_.33,3,2131,2131,0.631583283876158,-0.021518143232208724,0.044848493031346755,0.021516825021732234,0.0,0.0 +4112,snp4588_m0_.5m1_.65,5,4112,4112,0.6318000922844709,0.021507023434595995,0.04485383649951596,0.02150315024385001,0.0,0.0 +3716,snp592_m0_.44m1_.39,4,3716,3716,0.6318456811632309,0.021499949880524272,0.04484508328666585,0.02150027506546426,0.0,0.0 +4601,snp3243_m0_.6m1_.4,5,4601,4601,0.6319636848963313,0.02150003084961274,0.04486078681936818,0.02149283326916674,0.0,0.0 +2358,snp686_m0_.01m1_.03,3,2358,2358,0.6321187812810221,-0.021571265062467797,0.045029920135648306,0.021483053155493478,0.0,0.0 +4654,snp989_m0_.36m1_.14,5,4654,4654,0.6324622411653134,0.02146745997360815,0.04485846451718811,0.02146139878121231,0.0,0.0 +1699,snp4286_m0_.15m1_.27,2,1699,1699,0.6327468197219489,0.02144608567039533,0.04485130641644701,0.021443460517220903,0.0,0.0 +3402,snp4208_m0_.32m1_.26,4,3402,3402,0.6328379760195446,0.021450303656143716,0.044872155669033395,0.021437715249211276,0.0,0.0 +3303,snp1705_m0_.23m1_.13,4,3303,3303,0.6329391125697272,0.021451334517788315,0.04488766431178467,0.02143134137024766,0.0,0.0 +569,snp884_m0_.16m1_.08,1,569,569,0.6331062907696248,0.021485045800695674,0.04498032756036967,0.021420806326233822,0.0,0.0 +4589,snp1613_m0_.14m1_.1,5,4589,4589,0.6333610017129541,0.021422646369189606,0.044883333078700516,0.021404757507125213,0.0,0.0 +3711,snp4843_m0_.33m1_.39,4,3711,3711,0.6337708252517822,-0.021389855179762923,0.04486877240041919,0.02137894108669681,0.0,0.0 +3661,snp591_m0_.5m1_.28,4,3661,3661,0.633861443263746,0.021381099628547392,0.044862388357727316,0.021373233649251516,0.0,0.0 +3062,snp327_m0_.12m1_.15,4,3062,3062,0.6339860638052544,-0.02136469764950999,0.04484444815765527,0.02136538517734154,0.0,0.0 +223,snp1631_m0_.52m1_.27,1,223,223,0.6342760889292204,-0.02135543127553225,0.044863364391642395,0.02134712221970765,0.0,0.0 +2287,snp2682_m0_.22m1_.27,3,2287,2287,0.6343567165517053,0.021341274238943133,0.04484429256317752,0.0213420457037528,0.0,0.0 +1061,snp3901_m0_.71m1_.34,2,1061,1061,0.6346006816112874,-0.02134564513247516,0.04488579425319152,0.021326686714374057,0.0,0.0 +4184,snp3967_m0_.04m1_.14,5,4184,4184,0.6351858924168721,-0.021320585718458802,0.04491069722843389,0.02128985451206255,0.0,0.0 +3355,snp1443_m0_m1_.01,4,3355,3355,0.6354878563073062,0.021280755848848688,0.044866855953779546,0.021270854997454826,0.0,0.0 +4350,snp234_m0_.22m1_.08,5,4350,4350,0.6357771236453721,-0.02125190971164748,0.0448444202438164,0.021252657913084644,0.0,0.0 +337,snp1508_m0_.1m1_.11,1,337,337,0.6358878719457981,0.02130959883202554,0.04498090216745446,0.021245691937278217,0.0,0.0 +202,snp7_m0_.3m1_.44,1,202,202,0.6359788026395023,-0.021239488079820228,0.044844987591709524,0.021239972854089923,0.0,0.0 +3589,snp4709_m0_.19m1_.25,4,3589,3589,0.6363457724869961,0.021256600754422914,0.0449299572793994,0.021216895791101992,0.0,0.0 +4290,snp727_m0_.2m1_.23,5,4290,4290,0.6364632093211078,-0.021271429990397862,0.04497696164121198,0.02120951190526162,0.0,0.0 +4387,snp3728_m0_.5m1_.16,5,4387,4387,0.636667385250703,-0.021254335366487187,0.04496804373662949,0.021196675628690948,0.0,0.0 +2538,snp2316_m0_.47m1_.49,3,2538,2538,0.6375119847394446,-0.021143918203271543,0.044846788072006004,0.021143595107676903,0.0,0.0 +3347,snp958_m0_m1_.1,4,3347,3347,0.6375452833938068,-0.021204579665423388,0.04497990523384818,0.021141502992908373,0.0,0.0 +3945,snp2106_m0_.14m1_.32,4,3945,3945,0.637952834115081,-0.02111540222445312,0.04484507020140298,0.021115900777480517,0.0,0.0 +3197,snp3452_m0_.13m1_.05,4,3197,3197,0.6386244268245012,0.021074921148212012,0.04484871130229059,0.02107372646697048,0.0,0.0 +76,snp4625_m0_.44m1_.45,1,76,76,0.6388219545302427,-0.02107051027413745,0.04486573737765892,0.02106132576397238,0.0,0.0 +2317,snp2683_m0_.23m1_.4,3,2317,2317,0.639491437017137,-0.021019028254802754,0.04484562376138254,0.021019307866942137,0.0,0.0 +3572,snp3105_m0_.56m1_.68,4,3572,3572,0.639565695412753,0.021039257886176155,0.04489874247517483,0.02101464841229647,0.0,0.0 +3264,snp1704_m0_.04m1_.04,4,3264,3264,0.6396981256790417,-0.021005728282471832,0.04484492781267697,0.02100633943687022,0.0,0.0 +3806,snp1979_m0_.1m1_.17,4,3806,3806,0.6397327490657259,0.021009343072974685,0.0448572856606887,0.02100416720545703,0.0,0.0 +1089,snp3526_m0_.16m1_.11,2,1089,1089,0.6399129441231655,0.021001100696638877,0.044863843629245705,0.020992862767286333,0.0,0.0 +3602,snp2955_m0_.49m1_.38,4,3602,3602,0.6400957662888325,-0.020981148021216266,0.04484572842016744,0.020981394876464773,0.0,0.0 +1003,snp2275_m0_.5m1_.17,2,1003,1003,0.6414562661676364,0.020900244702088462,0.04485523650885305,0.020896097607736627,0.0,0.0 +2694,snp2818_m0_.48m1_.47,3,2694,2694,0.6416336141285123,0.02088583764858336,0.04484817914231832,0.020884984233637358,0.0,0.0 +2220,snp3066_m0_.57m1_.38,3,2220,2220,0.6416516755396734,0.02089046088714596,0.0448605386276263,0.020883852500817753,0.0,0.0 +715,snp645_m0_.17m1_.26,1,715,715,0.641863639668147,-0.020880537447297783,0.04486777421355659,0.020870571761917273,0.0,0.0 +1742,snp3051_m0_.26m1_.43,2,1742,1742,0.641886531746152,-0.0208756642057698,0.04486038677831517,0.02086913755420055,0.0,0.0 +2422,snp562_m0_.24m1_.44,3,2422,2422,0.6422034592160749,0.02085231472257064,0.04485289911720459,0.02084928396818148,0.0,0.0 +1017,snp1650_m0_.46m1_.46,2,1017,1017,0.6422829751126123,0.020866735848255453,0.04489464791536175,0.020844303417694977,0.0,0.0 +2372,snp1308_m0_.3m1_.26,3,2372,2372,0.6424973313441211,0.0208302004494192,0.044844937914813296,0.020830878295428453,0.0,0.0 +2408,snp3189_m0_.14m1_.19,3,2408,2408,0.6429669387392847,-0.0208006529747718,0.044844656143127964,0.02080147329800237,0.0,0.0 +4013,snp486_m0_.01m1_.08,5,4013,4013,0.6432032001473409,-0.020791962187845524,0.04485782836959579,0.02078668289101144,0.0,0.0 +3931,snp4480_m0_.3m1_.3,4,3931,3931,0.6434974842428465,0.020769321556749234,0.04484874083293941,0.020768263303572117,0.0,0.0 +473,snp1765_m0_.15m1_.06,1,473,473,0.643709847127623,0.020755585600372013,0.0448477908027318,0.020754973428416847,0.0,0.0 +838,snp1016_m0_.02m1_.04,1,838,838,0.6441451267263111,-0.02072760181520577,0.044846196837266296,0.02072773888044269,0.0,0.0 +2858,snp2932_m0_.2m1_.06,3,2858,2858,0.644237056493642,0.020722137168650782,0.044846821573160875,0.02072198799822034,0.0,0.0 +4050,snp2744_m0_.44m1_.33,5,4050,4050,0.6443577151075666,-0.02072856507586068,0.04487708543566543,0.02071444043060957,0.0,0.0 +3536,snp63_m0_.08m1_.04,4,3536,3536,0.6444270396199026,0.020713208513783107,0.04485323192024802,0.02071010423334818,0.0,0.0 +1615,snp4532_m0_.01m1_.01,2,1615,1615,0.644904996399317,-0.02068369343784439,0.04485408374589898,0.020680213632930048,0.0,0.0 +1838,snp4668_m0_.14m1_.28,2,1838,1838,0.6449857784795501,0.020676325263062557,0.04484906423707852,0.020675162563809468,0.0,0.0 +2451,snp1562_m0_.12m1_.11,3,2451,2451,0.6451695853717667,0.020679191676676725,0.044880238360015666,0.02066367062525361,0.0,0.0 +1202,snp2903_m0_.09m1_.22,2,1202,1202,0.6454817275639428,0.02065946082252459,0.04487981416256599,0.020644158027391748,0.0,0.0 +444,snp760_m0_m1_.04,1,444,444,0.645509756430033,-0.020641713363928497,0.0448450676259574,0.020642406080535868,0.0,0.0 +2347,snp560_m0_.64m1_.42,3,2347,2347,0.6456296519903617,0.020680440586711847,0.04494552763536256,0.020634912351601864,0.0,0.0 +364,snp389_m0_.14m1_.46,1,364,364,0.6456420109218722,-0.02065049593343843,0.044882128658138454,0.020634139924579943,0.0,0.0 +4249,snp4340_m0_.28m1_.19,5,4249,4249,0.6461100783499909,0.020619384162431295,0.04487815295106242,0.020604890429814837,0.0,0.0 +4057,snp1721_m0_.21m1_.09,5,4057,4057,0.6464758728458619,-0.020588175089543324,0.044860000560130384,0.02058203803806872,0.0,0.0 +663,snp2144_m0_.12m1_.13,1,663,663,0.6470437172884382,-0.020547310677501596,0.044848270250207024,0.020546573457475646,0.0,0.0 +716,snp3767_m0_.15m1_.07,1,716,716,0.6473563340717836,-0.02054451123969773,0.04488481785800685,0.02052705451761439,0.0,0.0 +3723,snp3343_m0_.03m1_.12,4,3723,3723,0.6473824287610175,0.020559816342734894,0.04492182250009458,0.020525425411508716,0.0,0.0 +4102,snp596_m0_.29m1_.38,5,4102,4102,0.6474471307475257,-0.020542025810527283,0.04489178950117624,0.020521386146508915,0.0,0.0 +3853,snp2720_m0_.53m1_.28,4,3853,3853,0.6474596703484075,0.020557161681433355,0.04492658137777303,0.020520603333915942,0.0,0.0 +4773,snp1106_m0_.31m1_.31,5,4773,4773,0.6478954202958502,0.020498568462144658,0.04485801055207766,0.020493404535830054,0.0,0.0 +4771,snp3985_m0_.1m1_.24,5,4771,4771,0.647900689344397,0.020507326599804674,0.04487789682729808,0.02049307569640142,0.0,0.0 +4732,snp613_m0_.19m1_.15,5,4732,4732,0.6480404337922949,0.02048407329130465,0.04484610231708429,0.020484354696069802,0.0,0.0 +2629,snp1688_m0_.25m1_.44,3,2629,2629,0.6485069962341729,0.02049901231593487,0.044942705049196424,0.020455243623420254,0.0,0.0 +4152,snp974_m0_.43m1_.55,5,4152,4152,0.6487742314824523,0.020437854555551995,0.04484518312753325,0.02043857339874062,0.0,0.0 +1398,snp4161_m0_.44m1_.22,2,1398,1398,0.6491332198549715,0.020420614803064018,0.044856513758878884,0.020416184009004558,0.0,0.0 +427,snp2137_m0_.29m1_.25,1,427,427,0.649160135017587,0.02041419625097609,0.04484610297462796,0.02041450556821209,0.0,0.0 +1719,snp3916_m0_.36m1_.29,2,1719,1719,0.649675094867382,0.02039701939373201,0.04487898304472373,0.020382397937833446,0.0,0.0 +4263,snp4224_m0_.29m1_.28,5,4263,4263,0.6498045506248034,-0.020571039805929746,0.04527981007383037,0.020374328037659695,0.0,0.0 +1851,snp1295_m0_.3m1_.4,2,1851,1851,0.6500543197305281,0.020358126115785715,0.04484543712480164,0.020358760005180134,0.0,0.0 +4923,snp2997_m0_.34m1_.28,5,4923,4923,0.6502738857399951,0.020377672952221544,0.04491869854904134,0.02034507654039796,0.0,0.0 +1949,snp3675_m0_.28m1_.48,2,1949,1949,0.65032314011737,-0.020341586887236682,0.04484592203810997,0.020342007241758296,0.0,0.0 +3736,snp2352_m0_.22m1_.18,4,3736,3736,0.6503716127898335,0.020374935406344746,0.04492611723209045,0.020338986747904988,0.0,0.0 +4016,snp489_m0_.43m1_.32,5,4016,4016,0.6504483516443862,0.02035016594299515,0.044882057384752025,0.020334205081865068,0.0,0.0 +2728,snp454_m0_.06m1_.06,3,2728,2728,0.6504512386167123,-0.02037456023741137,0.044936256411361106,0.020334025196553963,0.0,0.0 +1457,snp28_m0_.19m1_.36,2,1457,1457,0.6505842434160892,-0.020328352521178563,0.04485263206856245,0.0203257381099009,0.0,0.0 +1646,snp4412_m0_.18m1_.32,2,1646,1646,0.6506392785022221,-0.020321893929880087,0.04484595019827488,0.020322309258939134,0.0,0.0 +3952,snp2108_m0_.34m1_.46,4,3952,3952,0.6508039926031003,0.020313654468392187,0.04485042348473814,0.02031204778316879,0.0,0.0 +4693,snp4864_m0_.2m1_.37,5,4693,4693,0.6508936657810918,-0.020374590119176677,0.04499734298696123,0.02030646170525688,0.0,0.0 +1265,snp3405_m0_.3m1_.32,2,1265,1265,0.6513670027944574,0.020276744434418296,0.044846384877513204,0.020276980967326975,0.0,0.0 +2681,snp3081_m0_.33m1_.67,3,2681,2681,0.6514184482590277,0.020352569572617232,0.04502120449387628,0.02027377732751353,0.0,0.0 +667,snp2393_m0_.23m1_.1,1,667,667,0.6518503166339088,0.020256782008826708,0.04486885098405018,0.020246887847119928,0.0,0.0 +647,snp1896_m0_.39m1_.2,1,647,647,0.6518887739434069,-0.020284709889913356,0.044936027050506325,0.0202444937259631,0.0,0.0 +2564,snp4435_m0_.38m1_.43,3,2564,2564,0.6521867836712707,0.02023231556343041,0.044861083432807716,0.020225943376947417,0.0,0.0 +950,snp652_m0_m1_.05,1,950,950,0.6523849867534058,0.0202222226792031,0.044866079344868796,0.020213607646631822,0.0,0.0 +535,snp513_m0_.34m1_.6,1,535,535,0.6524460799277478,0.02020964113439999,0.044846603966447934,0.02020980564698485,0.0,0.0 +2306,snp930_m0_.14m1_.07,3,2306,2306,0.652725792754943,-0.020220896142394394,0.044910273865240116,0.02019240017977393,0.0,0.0 +4594,snp4601_m0_.03m1_.01,5,4594,4594,0.6527607840227998,0.02018947644277201,0.04484532846587097,0.02019022301925295,0.0,0.0 +3287,snp1331_m0_.4m1_.31,4,3287,3287,0.6528407890003145,0.020211296887556244,0.04490487199428325,0.02018524527881857,0.0,0.0 +825,snp4773_m0_.24m1_.39,1,825,825,0.6528849702439021,0.020181811190200225,0.04484547091975813,0.02018249652146998,0.0,0.0 +903,snp3149_m0_.13m1_.2,1,903,903,0.6530666712258519,-0.020224662704462437,0.04496588490470991,0.020171192701075983,0.0,0.0 +1226,snp3780_m0_.32m1_.26,2,1226,1226,0.653088231853944,0.020233776230254893,0.044989139825504385,0.02016985147511944,0.0,0.0 +4196,snp975_m0_.23m1_.34,5,4196,4196,0.6531102484468163,-0.020202607898318254,0.044922889650539234,0.02016848190341748,0.0,0.0 +3114,snp4953_m0_.44m1_.19,4,3114,3114,0.6531352920925886,0.020188067610012538,0.044894026707196576,0.020166924052599098,0.0,0.0 +350,snp3508_m0_.46m1_.4,1,350,350,0.6537216045942131,0.02013142716305358,0.04484919739396764,0.020130459149985003,0.0,0.0 +4308,snp3605_m0_.25m1_.41,5,4308,4308,0.6539183842148156,-0.020118479199331,0.0448476214737952,0.02011822368263234,0.0,0.0 +1009,snp3649_m0_.59m1_.62,2,1009,1009,0.6541030888738528,0.020109293381342278,0.04485275659400296,0.020106740375470784,0.0,0.0 +4143,snp227_m0_.08m1_.19,5,4143,4143,0.6541142780018723,-0.020110213976632037,0.04485636238285063,0.020106044776330597,0.0,0.0 +436,snp4013_m0_.26m1_.16,1,436,436,0.6543278623657132,-0.02009390417456409,0.044849611429013794,0.02009276771238574,0.0,0.0 +1053,snp3775_m0_.21m1_.12,2,1053,1053,0.6544947120486666,-0.02008182192661005,0.04484579987233389,0.020082397040794772,0.0,0.0 +1352,snp3782_m0_.25m1_.15,2,1352,1352,0.6546107345795396,0.020090153934302028,0.044880527950787355,0.020075186200757166,0.0,0.0 +3893,snp1466_m0_.45m1_.22,4,3893,3893,0.6546146469522066,0.020074164093934668,0.04484535072069737,0.02007494305446391,0.0,0.0 +318,snp3507_m0_.58m1_.37,1,318,318,0.6549283028705521,-0.020157943275491204,0.04507629517970405,0.02005545186543076,0.0,0.0 +493,snp2139_m0_.1m1_.24,1,493,493,0.6549692236600118,-0.020095806524198376,0.04494304789047275,0.020052909246242843,0.0,0.0 +3729,snp2606_m0_.5m1_.55,4,3729,3729,0.6554236461575164,0.020155841815404092,0.04514088984386195,0.02002467795064253,0.0,0.0 +4911,snp4613_m0_.5m1_.39,5,4911,4911,0.6554927728078501,0.020034471875944638,0.04487869762644458,0.020020384104924283,0.0,0.0 +2035,snp434_m0_.39m1_.3,3,2035,2035,0.6554989633103427,0.020024930918992184,0.044858187084276385,0.02001999958685681,0.0,0.0 +4712,snp88_m0_.24m1_.12,5,4712,4712,0.6562418561678695,-0.01997309655584737,0.04484545402375116,0.019973866027460933,0.0,0.0 +2750,snp1826_m0_.18m1_.17,3,2750,2750,0.6564711573237825,0.019960631624075548,0.044849443424385016,0.019959630705358673,0.0,0.0 +3259,snp3454_m0_.42m1_.1,4,3259,3259,0.6566203960203233,0.019982932942465864,0.04492040935438036,0.019950366843679887,0.0,0.0 +324,snp4630_m0_.08m1_.14,1,324,324,0.6567239377414742,-0.019952147976484123,0.04486566530703603,0.01994394007997463,0.0,0.0 +1547,snp2544_m0_.27m1_.39,2,1547,1547,0.6567684973722354,0.01996569838469105,0.044902364779052795,0.01994117441976815,0.0,0.0 +3698,snp719_m0_.3m1_.07,4,3698,3698,0.6569698281648344,0.019934496278977188,0.04486031223937782,0.019928679464013586,0.0,0.0 +1727,snp293_m0_.15m1_.05,2,1727,1727,0.6571706117509545,-0.019937160267788818,0.044894386467978574,0.01991622000315736,0.0,0.0 +2062,snp4543_m0_.78m1_.36,3,2062,2062,0.6576602594477969,0.019896762653750576,0.044871889671373864,0.01988584173270533,0.0,0.0 +1329,snp2028_m0_.02m1_.16,2,1329,1329,0.6584973836379064,-0.019875775042443217,0.04494193173218555,0.019833926678720724,0.0,0.0 +3828,snp1599_m0_.15m1_.25,4,3828,3828,0.6586710557551241,0.019823928337505573,0.044849055528285345,0.019823159553997684,0.0,0.0 +376,snp2004_m0_.21m1_.17,1,376,376,0.6589259487211827,0.019828141065416093,0.044894384419747635,0.019807359052576513,0.0,0.0 +3290,snp1441_m0_.09m1_.07,4,3290,3290,0.659035616669009,-0.01988449069639556,0.04503743172275493,0.0198005616248729,0.0,0.0 +313,snp4758_m0_.51m1_.33,1,313,313,0.6592115437526225,0.019816137895313966,0.04490735416817493,0.019789658276247152,0.0,0.0 +1280,snp3657_m0_.08m1_.13,2,1280,1280,0.6596796829426964,-0.019851722355017625,0.04505406242297266,0.019760650309513034,0.0,0.0 +911,snp3773_m0_.58m1_.45,1,911,911,0.6599341040913085,-0.01974433437033059,0.04484612663989438,0.019744888707800286,0.0,0.0 +4411,snp4981_m0_.13m1_.11,5,4411,4411,0.6601055848713169,0.019768916042258923,0.04492613800125675,0.01973426670115182,0.0,0.0 +4226,snp2855_m0_.13m1_.07,5,4226,4226,0.660254790497,-0.01972572783107948,0.04484900043531631,0.019725025377818676,0.0,0.0 +2185,snp2679_m0_.18m1_.11,3,2185,2185,0.6603658100756487,-0.01971763035952582,0.044846228158686954,0.01971814971839946,0.0,0.0 +1103,snp2405_m0_.43m1_.17,2,1103,1103,0.6605730438869046,0.01972786881975105,0.04489874754521312,0.019705316558331732,0.0,0.0 +2855,snp3086_m0_.2m1_.06,3,2855,2855,0.6610936413800639,-0.01968874704016284,0.04488315266668642,0.019673085125529826,0.0,0.0 +3398,snp2948_m0_.49m1_.45,4,3398,3398,0.6612916950423047,0.01968611689929197,0.044905150452009185,0.019660825808704444,0.0,0.0 +2602,snp3562_m0_.43m1_.57,3,2602,2602,0.6613519151914392,-0.019659995503864616,0.04485407273228047,0.019657098533876212,0.0,0.0 +4917,snp4364_m0_.33m1_.44,5,4917,4917,0.6613800373434224,-0.01965466865451818,0.044845892024425245,0.019655357983560832,0.0,0.0 +102,snp2251_m0_.49m1_.34,1,102,102,0.6613969981755115,0.019662320515025426,0.044865748281959654,0.019654308249501,0.0,0.0 +3010,snp4446_m0_.18m1_.15,4,3010,3010,0.6619279180740685,-0.01964652008316912,0.04490478631423061,0.019621454153574885,0.0,0.0 +3035,snp3092_m0_.06m1_.03,4,3035,3035,0.6619696457744599,-0.01962042561670367,0.04485104749703012,0.01961887242746224,0.0,0.0 +4215,snp976_m0_.39m1_.31,5,4215,4215,0.6619965094594827,0.019698478768068347,0.04503328858044764,0.019617210384099377,0.0,0.0 +1139,snp2901_m0_.33m1_.61,2,1139,1139,0.6620616093353653,-0.019619815924113517,0.04486266931974446,0.019613182797172942,0.0,0.0 +1800,snp1669_m0_.64m1_.4,2,1800,1800,0.6622552035737567,-0.019657746460642823,0.044976875894812716,0.0196012064757757,0.0,0.0 +3116,snp464_m0_.25m1_.28,4,3116,3116,0.6622730495643874,0.019611796010132135,0.04487426965857508,0.019600102539258785,0.0,0.0 +3605,snp2347_m0_.19m1_.02,4,3605,3605,0.662295689164599,-0.01960649263358365,0.0448653417695957,0.019598702091492143,0.0,0.0 +2978,snp1207_m0_.06m1_.3,3,2978,2978,0.6626286492330108,-0.019578370845495713,0.04484813509350889,0.019578107936533327,0.0,0.0 +841,snp3025_m0_.06m1_.11,1,841,841,0.6630615163243172,-0.019551784081266413,0.044848573834528234,0.019551340505178413,0.0,0.0 +4243,snp1090_m0_.26m1_.29,5,4243,4243,0.6632622101317038,0.019655039243096084,0.04511406628871792,0.019538932449871937,0.0,0.0 +4353,snp2486_m0_.29m1_.27,5,4353,4353,0.6632682095130473,0.01960709692107652,0.04500487925315027,0.01953856155625274,0.0,0.0 +2015,snp1549_m0_.72m1_.59,3,2015,2015,0.6634901867351206,0.01952620439165292,0.04485071484402355,0.019524839420726026,0.0,0.0 +455,snp2633_m0_.14m1_.16,1,455,455,0.6635100780318398,-0.01952550530941622,0.044851934645427693,0.01952360987413288,0.0,0.0 +1279,snp1025_m0_.22m1_.25,2,1279,1279,0.6636876414306345,-0.019523447125948796,0.04487244130497987,0.019512634742786663,0.0,0.0 +2302,snp2437_m0_.59m1_.32,3,2302,2302,0.6638751227903846,-0.019530372873643814,0.04491504072675959,0.01950104784880151,0.0,0.0 +2314,snp559_m0_.02m1_.09,3,2314,2314,0.6645210709512875,-0.019461207519787634,0.044847799427374296,0.019461136292191348,0.0,0.0 +1793,snp3419_m0_.08m1_.06,2,1793,1793,0.6650270787982029,0.01943287819855581,0.04485457825734956,0.019429882025969895,0.0,0.0 +549,snp3140_m0_.29m1_.28,1,549,549,0.6657904611055362,0.019416850441922463,0.04492660860885099,0.01938274844730769,0.0,0.0 +3255,snp2944_m0_.38m1_.39,4,3255,3255,0.6659482273887847,0.019400599033450636,0.04491157921829144,0.01937301013015449,0.0,0.0 +4163,snp2239_m0_.29m1_.33,5,4163,4163,0.6662737317854078,-0.019383969017869002,0.04491967937007266,0.019352920846330095,0.0,0.0 +1318,snp1532_m0_.05m1_.05,2,1318,1318,0.666299616043649,0.01940195625253172,0.04496507500808324,0.019351323503352086,0.0,0.0 +2840,snp4562_m0_.4m1_.33,3,2840,2840,0.6663699400964759,0.019430060241995492,0.04504031183729825,0.019346983860485112,0.0,0.0 +946,snp4149_m0_.09m1_.25,1,946,946,0.6668534356282667,0.019323516303233163,0.04486253484143526,0.019317152606719925,0.0,0.0 +1146,snp4523_m0_.33m1_.57,2,1146,1146,0.6671818315268568,0.01929923716403444,0.04485321981579498,0.019296895719513908,0.0,0.0 +56,snp1376_m0_.56m1_.62,1,56,56,0.6682165227232675,-0.01924157236710293,0.044867595952862487,0.01923309707478031,0.0,0.0 +2637,snp939_m0_.34m1_.34,3,2637,2637,0.668253034685232,-0.01926817802323905,0.04493489526025543,0.019230846470530364,0.0,0.0 +482,snp761_m0_.54m1_.42,1,482,482,0.6683750788446221,-0.019222725276373608,0.04484644484791537,0.019223323995458806,0.0,0.0 +1698,snp3169_m0_.03m1_.09,2,1698,1698,0.668590092028946,-0.019210039312832248,0.044847775672713676,0.019210072468897926,0.0,0.0 +2671,snp2202_m0_.24m1_.3,3,2671,2671,0.6688596687721053,-0.019203867279727758,0.0448721841433147,0.019193460482785734,0.0,0.0 +133,snp130_m0_.38m1_.27,1,133,133,0.6689947570700194,0.01918869971674226,0.04485620290584591,0.01918513699402614,0.0,0.0 +509,snp3015_m0_.05m1_.1,1,509,509,0.6690931977270027,0.019197035794583005,0.04488988594839129,0.019179071970529607,0.0,0.0 +2483,snp311_m0_.07m1_.03,3,2483,2483,0.6692144704543497,0.019213185314268404,0.044945164521230006,0.019171600721471924,0.0,0.0 +3762,snp4969_m0_.24m1_.16,4,3762,3762,0.6692919573266654,0.019171491771413928,0.044858804647626635,0.019166827265106233,0.0,0.0 +4115,snp3721_m0_.54m1_.28,5,4115,4115,0.6696125926196023,-0.019156624898964116,0.044870270401791666,0.01914707733235777,0.0,0.0 +2533,snp2572_m0_.48m1_.53,3,2533,2533,0.6699256316988524,-0.01912861541230871,0.044849838348669346,0.01912779886516337,0.0,0.0 +739,snp144_m0_.27m1_.34,1,739,739,0.6701525126212765,0.019113655133104097,0.04484752871840048,0.019113828635943988,0.0,0.0 +4513,snp3975_m0_.59m1_.31,5,4513,4513,0.6708843697192686,-0.01906843165233127,0.044847162189084445,0.019068776996506796,0.0,0.0 +684,snp2145_m0_.25m1_.18,1,684,684,0.6709368720899069,0.019290098162124302,0.045376192810173674,0.019065545794163242,0.0,0.0 +4435,snp2977_m0_.63m1_.31,5,4435,4435,0.671010956421866,-0.01906070193944738,0.04484731148753091,0.019060986520716174,0.0,0.0 +4171,snp1234_m0_.16m1_.21,5,4171,4171,0.6714685168152995,0.019033613785797193,0.04484984767628183,0.019032831835710366,0.0,0.0 +2546,snp1049_m0_.28m1_.46,3,2546,2546,0.6715118806309688,-0.019029944865298343,0.04484749108538311,0.019030163953621098,0.0,0.0 +4809,snp4995_m0_.06m1_.04,5,4809,4809,0.6717175192920815,0.019026001486297198,0.044868035427250826,0.01901751331153767,0.0,0.0 +4017,snp490_m0_.07m1_.1,5,4017,4017,0.6717679537014712,0.019013818303859967,0.04484662318601396,0.019014410877746492,0.0,0.0 +570,snp1264_m0_.07m1_.12,1,570,570,0.6718847823782576,-0.019014641270185696,0.04486552680078661,0.019007224599872904,0.0,0.0 +3796,snp3594_m0_.29m1_.17,4,3796,3796,0.6720046505307096,-0.018999290506918155,0.04484670821227543,0.01899985186520899,0.0,0.0 +1771,snp2423_m0_.02m1_.06,2,1771,1771,0.672011556988583,0.018999297491455684,0.044847727722711166,0.018999427085045067,0.0,0.0 +2437,snp2687_m0_.22m1_.28,3,2437,2437,0.6726840857648266,0.018996280581917217,0.04493845802798461,0.01895807147457477,0.0,0.0 +965,snp2643_m0_.2m1_.2,1,965,965,0.6731121857767355,0.018932063446458675,0.04484882234429001,0.018931754811540972,0.0,0.0 +3875,snp4746_m0_.31m1_.35,4,3875,3875,0.6731197616339963,0.01893443207585044,0.04485553715400272,0.018931289158093972,0.0,0.0 +3261,snp2338_m0_.13m1_.13,4,3261,3261,0.6740946189647352,0.018870869180131734,0.04484691404442521,0.018871386053152077,0.0,0.0 +3719,snp2351_m0_.14m1_.1,4,3719,3719,0.6745976837027061,-0.018855742039343655,0.044884482303888654,0.018840486812620277,0.0,0.0 +189,snp3377_m0_.34m1_.25,1,189,189,0.6746869470082874,0.018837450268211833,0.0448539955892442,0.01883500501296016,0.0,0.0 +419,snp2887_m0_.38m1_.41,1,419,419,0.6749265604364556,-0.018885349221423632,0.04500321651516985,0.018820291361894167,0.0,0.0 +914,snp2019_m0_.42m1_.41,1,914,914,0.6758730609741956,-0.018769729759570256,0.04486625617662267,0.018762190453764704,0.0,0.0 +4647,snp3486_m0_.22m1_.29,5,4647,4647,0.6760315352574728,-0.018754134894224877,0.044852235082296486,0.01875246558148174,0.0,0.0 +349,snp4133_m0_.54m1_.45,1,349,349,0.6764155648912673,-0.01872829647735287,0.044846810182213176,0.018728903006795958,0.0,0.0 +793,snp1270_m0_.09m1_.1,1,793,793,0.6768867226222678,-0.01873598147213422,0.04493457746429273,0.01870000161993406,0.0,0.0 +2479,snp689_m0_.31m1_.21,3,2479,2479,0.6769090048320334,-0.018698081764473653,0.04484696108189337,0.018698634993770568,0.0,0.0 +1159,snp4271_m0_.62m1_.6,2,1159,1159,0.6769098986054445,0.01870331723654676,0.044859649809997945,0.01869858017666913,0.0,0.0 +1858,snp4919_m0_.1m1_.17,2,1858,1858,0.6770393415429552,0.018697652079103254,0.04486511673987027,0.018690641448985794,0.0,0.0 +4481,snp733_m0_.24m1_.11,5,4481,4481,0.677255722561887,-0.018681860208978454,0.04485908267462553,0.01867737211613619,0.0,0.0 +3503,snp1591_m0_.39m1_.12,4,3503,3503,0.6772759458399529,0.01868782016802894,0.044876374406783034,0.01867613202862081,0.0,0.0 +644,snp4261_m0_.25m1_.26,1,644,644,0.6776686392338427,0.018652115686786312,0.04484847302646458,0.018652054963031784,0.0,0.0 +1664,snp795_m0_.46m1_.53,2,1664,1664,0.6777685261178145,-0.01864611806355318,0.04484878090032032,0.018645931489598897,0.0,0.0 +2853,snp3941_m0_.06m1_.18,3,2853,2853,0.6785252760263936,-0.018613901260190056,0.0448829734300505,0.01859955086889736,0.0,0.0 +4658,snp738_m0_.61m1_.44,5,4658,4658,0.6785773397475081,-0.018602603291820875,0.044863428769805806,0.018596360652276885,0.0,0.0 +626,snp766_m0_.55m1_.29,1,626,626,0.6788672150273604,0.018629030374104554,0.0449701258719211,0.018578600189940092,0.0,0.0 +4114,snp2966_m0_.51m1_.45,5,4114,4114,0.6792611855912536,-0.01855425137129379,0.044847888400532054,0.018554466530550075,0.0,0.0 +3718,snp1715_m0_.05m1_.14,4,3718,3718,0.6798234378710883,-0.01851990852305871,0.04484813417982168,0.018520033614278418,0.0,0.0 +10,snp1375_m0_.03m1_.03,1,10,10,0.6811305079372174,0.01847645409099407,0.044937093322108386,0.01844002923809596,0.0,0.0 +4969,snp104_m0_.25m1_.27,5,4969,4969,0.6815149887084188,-0.018416990118713925,0.044849700099112495,0.01841650670816404,0.0,0.0 +155,snp3129_m0_.31m1_.29,1,155,155,0.6815298256524309,0.018471545267668917,0.04498477245289178,0.018415599085218764,0.0,0.0 +1046,snp4779_m0_.16m1_.03,2,1046,1046,0.6815909375089657,-0.018415159666977123,0.04485656236508189,0.018411860758215055,0.0,0.0 +4988,snp113_m0_.28m1_.57,5,4988,4988,0.6823670114078169,-0.018369630220906652,0.04486134389575248,0.018364397931444378,0.0,0.0 +144,snp2380_m0_.06m1_.14,1,144,144,0.6824592033219132,-0.018408719326648133,0.04497061344880719,0.018358761056153007,0.0,0.0 +2806,snp1055_m0_.37m1_.34,3,2806,2806,0.6829162354738678,0.018338498503397867,0.04486737727655514,0.018330821076002958,0.0,0.0 +3877,snp4747_m0_.43m1_.11,4,3877,3877,0.6832825332966104,-0.018310002226968117,0.044852455623908195,0.01830843311866168,0.0,0.0 +3561,snp2226_m0_.12m1_.14,4,3561,3561,0.6834524844648624,-0.018306605029195695,0.04486959542764649,0.01829804732341892,0.0,0.0 +719,snp1898_m0_.21m1_.27,1,719,719,0.6835988705260925,0.01834604100954986,0.044988252957301245,0.01828910238626655,0.0,0.0 +4639,snp3736_m0_.07m1_.14,5,4639,4639,0.6837098868216621,0.01828422386416786,0.044853305693023704,0.018282319205846404,0.0,0.0 +1725,snp2174_m0_.23m1_.12,2,1725,1725,0.6842552270985081,0.0182506666599625,0.04485274545764411,0.01824900454284753,0.0,0.0 +1301,snp4906_m0_.16m1_.14,2,1301,1301,0.6844692841619233,-0.018236053666542077,0.04484897399506594,0.01823593060676576,0.0,0.0 +2616,snp693_m0_.02m1_.13,3,2616,2616,0.6846047906483799,-0.01822720683390858,0.04484757518823182,0.0182276550920896,0.0,0.0 +3554,snp1592_m0_.17m1_.31,4,3554,3554,0.6846754061445914,-0.018222654613529975,0.04484698802737083,0.01822334277913294,0.0,0.0 +4629,snp4352_m0_.15m1_.08,5,4629,4629,0.6846990476460162,0.01824865514842306,0.04491453622334377,0.018221899088857487,0.0,0.0 +656,snp4019_m0_.29m1_.25,1,656,656,0.6850471662204416,-0.018204126231272714,0.044857283115765915,0.01820064308042032,0.0,0.0 +1958,snp3921_m0_.34m1_.36,2,1958,1958,0.6850630801430637,-0.018202347545431874,0.044855295503115275,0.018199671478773195,0.0,0.0 +695,snp2519_m0_.28m1_.34,1,695,695,0.685494914991482,0.018203221343851644,0.04492253955776595,0.018173309668860414,0.0,0.0 +828,snp2016_m0_.49m1_.21,1,828,828,0.6855304076871338,0.01817087867279829,0.04484807122607047,0.018171143258354488,0.0,0.0 +4562,snp4986_m0_.21m1_.19,5,4562,4562,0.6855379593642956,0.018192357024736042,0.04490222194891935,0.018170682322970498,0.0,0.0 +3321,snp2594_m0_.42m1_.13,4,3321,3321,0.6859147786671609,0.018171830171844316,0.044908414698671406,0.01814768464640176,0.0,0.0 +4739,snp4865_m0_.11m1_.26,5,4739,4739,0.6859889315020463,-0.018148012423805277,0.04486074297414064,0.018143159581040586,0.0,0.0 +1955,snp2428_m0_.47m1_.28,2,1955,1955,0.6861005848859296,0.018136980113729967,0.04485031956764889,0.018136346448002428,0.0,0.0 +1567,snp912_m0_.25m1_.27,2,1567,1567,0.6861193804655683,-0.018143311359701483,0.044868814154150685,0.018135199575395906,0.0,0.0 +4919,snp4247_m0_.21m1_.2,5,4919,4919,0.6862365770457348,-0.018190974887205908,0.04500443857874832,0.01812804871637252,0.0,0.0 +4073,snp1229_m0_.28m1_.03,5,4073,4073,0.6863423527445782,-0.018120999318886423,0.04484729009072297,0.01812159510718355,0.0,0.0 +344,snp1762_m0_.47m1_.18,1,344,344,0.686604120466915,-0.01811136109438005,0.04486298454039572,0.018105625686209954,0.0,0.0 +1207,snp3280_m0_.28m1_.26,2,1207,1207,0.6866217429160776,-0.01820925976518221,0.045108164834471526,0.01810455069193569,0.0,0.0 +3981,snp1492_m0_.5m1_.64,4,3981,3981,0.6868140755448895,0.018092842506825843,0.044848846727839335,0.01809281880343821,0.0,0.0 +1993,snp4175_m0_.17m1_.36,2,1993,1993,0.6873570105795805,0.018104832175675736,0.04496087566251689,0.018059707550011354,0.0,0.0 +1222,snp2776_m0_.39m1_.27,2,1222,1222,0.6877506202676574,0.018035648151134724,0.04484868261602864,0.018035709131740713,0.0,0.0 +1610,snp1921_m0_.01m1_.01,2,1610,1610,0.688140777819038,0.018061904477334856,0.0449732968946032,0.018011926265365776,0.0,0.0 +4088,snp1231_m0_.08m1_.02,5,4088,4088,0.6885096629806126,-0.017999736523077285,0.04487452973325644,0.017989444740610226,0.0,0.0 +401,snp3135_m0_.44m1_.32,1,401,401,0.6887085826078811,-0.017977498020558896,0.044849316679671736,0.017977323550294678,0.0,0.0 +483,snp4137_m0_.13m1_.2,1,483,483,0.6889497412031121,0.017961981356748653,0.044847273048692855,0.017962630277231738,0.0,0.0 +2289,snp3068_m0_.19m1_.54,3,2289,2289,0.6889669899367814,-0.01797835626818329,0.04489078480351961,0.017961579422691165,0.0,0.0 +3769,snp2232_m0_.02m1_.05,4,3769,3769,0.6891569169245607,-0.017959487331911845,0.04487258536969492,0.017950009040659708,0.0,0.0 +4319,snp4853_m0_.54m1_.3,5,4319,4319,0.6897975681919726,0.01791669085162112,0.044863211614851704,0.01791098923381864,0.0,0.0 +3209,snp4955_m0_.53m1_.42,4,3209,3209,0.6903215467612285,-0.017879362644333725,0.04484965542536662,0.017879085585730984,0.0,0.0 +1885,snp2671_m0_.52m1_.2,2,1885,1885,0.6905937085253906,0.018006512110250523,0.04521051236860749,0.017862517942796797,0.0,0.0 +1710,snp4414_m0_.28m1_.27,2,1710,1710,0.690826214152118,-0.017847703511108044,0.044847319712920185,0.01784836626019619,0.0,0.0 +1765,snp4666_m0_.2m1_.14,2,1765,1765,0.6909861921211256,0.017855712207244714,0.044891939898809755,0.017838630072347282,0.0,0.0 +1165,snp2279_m0_.47m1_.54,2,1165,1165,0.6910173335697648,-0.017856119054640594,0.04489773418038726,0.01783673491504392,0.0,0.0 +4316,snp2973_m0_.39m1_.28,5,4316,4316,0.6912483691011259,0.01783777274607097,0.04488699531348639,0.017822675908346082,0.0,0.0 +3241,snp1703_m0_.5m1_.65,4,3241,3241,0.6915030225775549,-0.0178140768499983,0.04486638401135543,0.01780718171971123,0.0,0.0 +3961,snp2111_m0_.5m1_.33,4,3961,3961,0.6915724602752581,-0.0178062597835209,0.04485734118847665,0.01780295720545405,0.0,0.0 +3442,snp3218_m0_.52m1_.19,4,3442,3442,0.6915947679187743,0.017870964461901423,0.04502377783070997,0.017801600065998166,0.0,0.0 +1335,snp4907_m0_.06m1_.28,2,1335,1335,0.691811342827231,-0.017795391810397666,0.04486659789931711,0.01778842505117985,0.0,0.0 +1085,snp3032_m0_.25m1_.17,2,1085,1085,0.6919682151251196,0.01786787612370093,0.04507353501436854,0.01777888291130853,0.0,0.0 +1487,snp4038_m0_.64m1_.42,2,1487,1487,0.692026158799095,0.017774889046691906,0.044847858792847264,0.017775358548840194,0.0,0.0 +2577,snp4813_m0_.02m1_.01,3,2577,2577,0.6922819765086917,-0.017911200789697636,0.04523139015879978,0.017759800014549278,0.0,0.0 +3598,snp343_m0_.04m1_.05,4,3598,3598,0.6923771899582108,0.017759299085510955,0.04486242190068252,0.01775400978740942,0.0,0.0 +4485,snp1355_m0_.6m1_.19,5,4485,4485,0.6928109191742999,-0.017732474660562682,0.044861319958832704,0.017727637086834048,0.0,0.0 +4974,snp1123_m0_.41m1_.44,5,4974,4974,0.6928387076724927,-0.017751901687560797,0.04491475007821909,0.017725947628486005,0.0,0.0 +3418,snp4833_m0_.41m1_.59,4,3418,3418,0.6930444300788567,0.01771426866224957,0.04485118802355531,0.0177134410947783,0.0,0.0 +1049,snp2276_m0_.23m1_.2,2,1049,1049,0.6933998384635918,0.01769179224509498,0.04484899411869814,0.01769183789520879,0.0,0.0 +3568,snp1711_m0_.06m1_.08,4,3568,3568,0.6934554037156062,-0.01777857710312092,0.04507760256863337,0.01768846077777985,0.0,0.0 +3215,snp1702_m0_.44m1_.39,4,3215,3215,0.6934763239170478,-0.017703991015496544,0.04489171729790429,0.017687189326000795,0.0,0.0 +1210,snp3655_m0_.09m1_.07,2,1210,1210,0.6935279312923408,0.0176870790898177,0.04485679088460218,0.017684052882840466,0.0,0.0 +784,snp1899_m0_.35m1_.27,1,784,784,0.6938974547825434,-0.017665157000497044,0.044858172488492096,0.01766159757270698,0.0,0.0 +2374,snp2685_m0_.12m1_.14,3,2374,2374,0.6940219034166089,0.017653550897095662,0.0448479073472057,0.017654036034987754,0.0,0.0 +1668,snp3292_m0_.38m1_.53,2,1668,1668,0.6940593790358693,0.017654086651698955,0.044855055395103385,0.01765175910262308,0.0,0.0 +1349,snp1788_m0_.45m1_.48,2,1349,1349,0.694464439915698,0.01762798132353076,0.04485127261781409,0.017627151426124307,0.0,0.0 +810,snp4263_m0_.36m1_.68,1,810,810,0.6946408729890434,-0.017622922590230725,0.04486568697057337,0.01761643467020683,0.0,0.0 +4076,snp3597_m0_.19m1_.32,5,4076,4076,0.6951126717348495,-0.017599629173980228,0.044879402797883626,0.017587781968724743,0.0,0.0 +1852,snp3421_m0_.02m1_.11,2,1852,1852,0.6952168958590843,0.017677492941776594,0.04509418829774912,0.017581453321773785,0.0,0.0 +4472,snp1730_m0_.33m1_.34,5,4472,4472,0.6952686294630153,-0.017605555252814518,0.0449187076548093,0.01757831210834309,0.0,0.0 +1100,snp3902_m0_.14m1_.15,2,1100,1100,0.695424757804946,-0.017573131555418616,0.04486018120399147,0.017568832669948593,0.0,0.0 +4533,snp2980_m0_.21m1_.17,5,4533,4533,0.6956067872089111,0.017571224355417515,0.044883553678037945,0.01755778161784661,0.0,0.0 +2731,snp1318_m0_.43m1_.36,3,2731,2731,0.6961946715092953,0.017529437196353706,0.04486802853667276,0.017522098256736996,0.0,0.0 +2234,snp2563_m0_.02m1_.01,3,2234,2234,0.6963631954345308,0.01751150911470954,0.04484832452402449,0.01751187124101266,0.0,0.0 +2785,snp2064_m0_.45m1_.6,3,2785,2785,0.6965742978761534,0.017522034314173592,0.04490814001177672,0.017499061591699096,0.0,0.0 +2943,snp700_m0_.3m1_.22,3,2943,2943,0.6968760317360814,0.017498432010968245,0.04489462939597459,0.017480754915812084,0.0,0.0 +3304,snp581_m0_.33m1_.36,4,3304,3304,0.6974163527339665,0.017447305544075562,0.04484756834600988,0.017447980021114473,0.0,0.0 +2970,snp2211_m0_.07m1_.03,3,2970,2970,0.6974618065971604,0.01744840093473744,0.04485747349880095,0.017445223295352492,0.0,0.0 +169,snp6_m0_.03m1_.02,1,169,169,0.6975526747689318,-0.017439233502241157,0.04484807685899919,0.01743971243953782,0.0,0.0 +4250,snp4591_m0_.09m1_.05,5,4250,4250,0.6980608183874557,0.017416120427296924,0.04486793402105416,0.01740890003048002,0.0,0.0 +1915,snp2796_m0_.52m1_.47,2,1915,1915,0.6982177055216723,-0.017404195574244646,0.04486173097899418,0.01739938848694013,0.0,0.0 +3454,snp961_m0_.17m1_.21,4,3454,3454,0.6983906590681594,-0.017406637086761025,0.04489508582082024,0.017388903793562834,0.0,0.0 +1326,snp27_m0_.37m1_.1,2,1326,1326,0.6985106680764686,0.017383366810590384,0.0448538373305994,0.01738162923066041,0.0,0.0 +3117,snp1835_m0_.05m1_.13,4,3117,3117,0.6986970649510205,0.01737119837863868,0.04485160133247295,0.017370331350196548,0.0,0.0 +3740,snp3963_m0_.13m1_.07,4,3740,3740,0.6987961774535658,0.017368611925154546,0.04486044141765037,0.01736432439395415,0.0,0.0 +4194,snp4221_m0_.45m1_.34,5,4194,4194,0.6989219926485575,0.017363557030137765,0.04486709304358277,0.01735669950239407,0.0,0.0 +556,snp3763_m0_.38m1_.4,1,556,556,0.7000237428955618,0.017289906186433515,0.04484931037681584,0.017289950452479916,0.0,0.0 +77,snp750_m0_m1_.22,1,77,77,0.7001780577721015,0.01728471765973696,0.04486010784308879,0.01728060440216546,0.0,0.0 +1726,snp1032_m0_.25m1_.14,2,1726,1726,0.7005703838958153,-0.017256413514674888,0.04484832526381376,0.01725684661126395,0.0,0.0 +3717,snp968_m0_.26m1_.43,4,3717,3717,0.7006104684180372,-0.01745861436736888,0.04538021688650567,0.0172544195153726,0.0,0.0 +1639,snp914_m0_.29m1_.32,2,1639,1639,0.7008593277211116,-0.017242257243380885,0.04485702169803816,0.017239352346452897,0.0,0.0 +3707,snp2958_m0_.1m1_.03,4,3707,3707,0.7010042515413165,0.0172337094527014,0.0448576198546577,0.01723057883688068,0.0,0.0 +2865,snp2697_m0_.27m1_.26,3,2865,2865,0.7019285270153399,0.017222074039681318,0.044973383262660295,0.01717463976878805,0.0,0.0 +4565,snp4233_m0_.28m1_.37,5,4565,4565,0.7019848384563838,0.01720810065987571,0.04494581274814665,0.017171232544349786,0.0,0.0 +51,snp3002_m0_.29m1_.46,1,51,51,0.7026305557677222,-0.017136802740780194,0.04486167667642301,0.017132169312428402,0.0,0.0 +3460,snp586_m0_.39m1_.63,4,3460,3460,0.7031287711583627,0.01710172235379184,0.04484874191378268,0.017102038183653537,0.0,0.0 +3474,snp2467_m0_.34m1_.65,4,3474,3474,0.7031628949522629,0.01711102761708307,0.04487856112705216,0.017099974722291366,0.0,0.0 +4694,snp1362_m0_.18m1_.1,5,4694,4694,0.704303573545862,-0.017047336268180148,0.04489259524106788,0.017031018745883173,0.0,0.0 +2108,snp2919_m0_.08m1_.13,3,2108,2108,0.7046507877352984,-0.01702485990986208,0.04488872345282589,0.01701003701818105,0.0,0.0 +3158,snp4571_m0_.17m1_.03,4,3158,3158,0.70477136245997,-0.017003488158533805,0.04485158873701459,0.01700275170292859,0.0,0.0 +1172,snp1398_m0_.28m1_.36,2,1172,1172,0.7047934181485381,0.01700431395516101,0.04485728372055731,0.017001419111747677,0.0,0.0 +4520,snp3732_m0_.22m1_.22,5,4520,4520,0.7049299017128723,-0.01700443011369291,0.04487936354041516,0.01699317319087654,0.0,0.0 +3618,snp4460_m0_.09m1_.1,4,3618,3618,0.7053250100142802,0.016969212222781208,0.04484942593747573,0.016969305175771103,0.0,0.0 +2515,snp565_m0_.05m1_.16,3,2515,2515,0.7053823529588866,-0.016965514649855268,0.04484881006308942,0.01696584155565268,0.0,0.0 +2962,snp1059_m0_.29m1_.33,3,2962,2962,0.705506013388768,0.0169601790332041,0.04485445744579906,0.016958372579483835,0.0,0.0 +539,snp883_m0_.26m1_.16,1,539,539,0.7055933104276617,0.016954172789918183,0.044852521492870424,0.01695310020072082,0.0,0.0 +3538,snp588_m0_.2m1_.21,4,3538,3538,0.7060427237295563,0.016946396730602702,0.044903853798482794,0.016925961193434282,0.0,0.0 +4042,snp350_m0_.22m1_.18,5,4042,4042,0.7061650353902824,0.016930079838553325,0.0448802054748401,0.016918576150145012,0.0,0.0 +4676,snp4990_m0_.4m1_.39,5,4676,4676,0.7064139526580893,-0.016918730566887454,0.04489000450456163,0.016903548210464296,0.0,0.0 +3047,snp462_m0_.07m1_.04,4,3047,3047,0.7069708515199484,0.01693393357226863,0.04501989575472973,0.01686993326789781,0.0,0.0 +4257,snp2242_m0_.26m1_.32,5,4257,4257,0.7074132205898234,0.01685629088314271,0.04488452365568788,0.016843238177828308,0.0,0.0 +1263,snp1655_m0_.07m1_.06,2,1263,1263,0.7076989027054229,-0.01684782827168516,0.04490795923527349,0.016826001636806722,0.0,0.0 +4423,snp3124_m0_.42m1_.44,5,4423,4423,0.7077325341249008,-0.01682425566277575,0.04485053621701943,0.01682397265852268,0.0,0.0 +3190,snp3576_m0_.41m1_.14,4,3190,3190,0.7079587606668547,-0.016809777822644947,0.04484833130873041,0.016810325337505413,0.0,0.0 +1945,snp4420_m0_.28m1_.56,2,1945,1945,0.7081719118887311,0.01682536471099186,0.044924286342020996,0.016797468215312084,0.0,0.0 +2510,snp4682_m0_.55m1_.66,3,2510,2510,0.7083285012697484,0.016791486184936418,0.044859058934994776,0.016788023737030693,0.0,0.0 +3363,snp1212_m0_.11m1_.14,4,3363,3363,0.7084480539151896,0.016799662273090512,0.04490019091626476,0.016780813578858918,0.0,0.0 +1516,snp3288_m0_.03m1_.06,2,1516,1516,0.7086616789692417,-0.016767765783027987,0.044849381991821216,0.016767931037685233,0.0,0.0 +1537,snp4660_m0_.52m1_.24,2,1537,1537,0.7092495463399209,0.016748026078880263,0.044891501328725616,0.01673248712801289,0.0,0.0 +4595,snp4234_m0_.23m1_.31,5,4595,4595,0.7100655958180758,0.016683354557600942,0.04485002658683012,0.016683302822054567,0.0,0.0 +3453,snp3459_m0_.15m1_.06,4,3453,3453,0.7101123749334812,-0.016684304617607667,0.04486016237347926,0.016680483993276568,0.0,0.0 +1934,snp675_m0_.4m1_.28,2,1934,1934,0.7109725526064763,0.016629205530404742,0.04485139201135336,0.016628662854046485,0.0,0.0 +749,snp1149_m0_.11m1_.18,1,749,749,0.7112369837699366,0.016635458164363928,0.04491128200951998,0.01661273672543695,0.0,0.0 +3685,snp3591_m0_.42m1_.35,4,3685,3685,0.7113764217545164,0.016603701595118037,0.04484822339197087,0.01660433951130598,0.0,0.0 +1162,snp3778_m0_.42m1_.42,2,1162,1162,0.7117212551881795,0.016601164048698054,0.044897529841339504,0.016583575490766868,0.0,0.0 +850,snp4895_m0_.4m1_.49,1,850,850,0.7120479284616062,-0.01656864420758083,0.044862800085471194,0.01656390824267748,0.0,0.0 +3028,snp3946_m0_.1m1_.16,4,3028,3028,0.7123804262281312,-0.016543363845508016,0.044848555289195326,0.016543893590150804,0.0,0.0 +1911,snp3298_m0_.31m1_.41,2,1911,1911,0.7130817137416114,0.016506120695119218,0.04486206368866471,0.016501690446098255,0.0,0.0 +3752,snp720_m0_.46m1_.3,4,3752,3752,0.7131039692872609,0.01650046053650154,0.044850320450033794,0.016500351356514,0.0,0.0 +1111,snp2900_m0_.39m1_.25,2,1111,1111,0.7133064021135451,0.016552741618124128,0.04502567099986692,0.016488171887756035,0.0,0.0 +4150,snp1346_m0_.04m1_.16,5,4150,4150,0.7137638902245851,-0.016582960489195473,0.04518330663166553,0.016460651353403,0.0,0.0 +4219,snp1235_m0_.32m1_.53,5,4219,4219,0.7140881623937778,-0.016454579232887182,0.04488670599256792,0.01644114826043327,0.0,0.0 +4193,snp3723_m0_.54m1_.45,5,4193,4193,0.7150184461940158,0.016398749034676377,0.04488715646349123,0.016385214242477367,0.0,0.0 +2683,snp2061_m0_.05m1_.13,3,2683,2683,0.715105267896027,-0.01638289396629202,0.04485804925014148,0.016379995317968556,0.0,0.0 +2210,snp41_m0_.37m1_.49,3,2210,2210,0.7152830188383266,-0.016382111982334305,0.044885192905173454,0.016369311250370642,0.0,0.0 +2110,snp4053_m0_.32m1_.16,3,2110,2110,0.7153268753254522,0.01637582353093615,0.04487519139061613,0.016366675312860113,0.0,0.0 +4132,snp2748_m0_.45m1_.53,5,4132,4132,0.7157958639981573,0.016337893318705818,0.04484850259207299,0.01633849087252628,0.0,0.0 +3163,snp2704_m0_.26m1_.11,4,3163,3163,0.7159421164146836,0.016359854883474016,0.04493296272329607,0.0163297029718516,0.0,0.0 +2766,snp3198_m0_.11m1_.21,3,2766,2766,0.7161998158995722,0.01633215016301521,0.044899453186195426,0.0163142200460491,0.0,0.0 +4070,snp1081_m0_.46m1_.41,5,4070,4070,0.7163962590140065,-0.01630305847262004,0.0448519291929027,0.01630241878460569,0.0,0.0 +3631,snp220_m0_.09m1_.18,4,3631,3631,0.7167168568645794,-0.01628684836295926,0.044860338795524785,0.016283161378179884,0.0,0.0 +1572,snp4163_m0_.11m1_.16,2,1572,1572,0.7167412989280448,-0.016291125866192975,0.04487616768831775,0.01628169333523338,0.0,0.0 +2941,snp323_m0_.3m1_.41,3,2941,2941,0.7169826679441985,-0.01627235884301721,0.04486442639859656,0.016267197125155772,0.0,0.0 +3855,snp1454_m0_.45m1_.29,4,3855,3855,0.7171085309973957,-0.016281030920968997,0.04490920842777263,0.016259638677008973,0.0,0.0 +4869,snp94_m0_.1m1_.03,5,4869,4869,0.7174316536349753,0.016245429530925375,0.04486455668157948,0.016240236313390895,0.0,0.0 +3540,snp963_m0_.6m1_.71,4,3540,3540,0.7176658734710506,-0.016260003987958592,0.04494373291040628,0.01622617413870845,0.0,0.0 +4920,snp3497_m0_.42m1_.33,5,4920,4920,0.717828716616743,0.016218083549622307,0.04485489318808527,0.016216398239663046,0.0,0.0 +4540,snp4118_m0_.41m1_.23,5,4540,4540,0.7179244265127205,0.0162292674839369,0.04490173752207345,0.016210652882852176,0.0,0.0 +469,snp881_m0_.72m1_.61,1,469,469,0.7186176556291025,0.016244783740055634,0.0450603476107239,0.016169047024463028,0.0,0.0 +3993,snp2121_m0_.22m1_.2,4,3993,3993,0.7186406994639813,-0.016167129971686307,0.04484878540006523,0.01616766422993155,0.0,0.0 +3183,snp466_m0_.07m1_.09,4,3183,3183,0.7190503069353598,-0.016151385886942933,0.044873340910120976,0.016143087411337305,0.0,0.0 +4241,snp2483_m0_.28m1_.17,5,4241,4241,0.7190545431977751,0.01614424171677212,0.044854198648076035,0.016142833256995722,0.0,0.0 +4459,snp1609_m0_.2m1_.21,5,4459,4459,0.719211103964912,0.01614554576139763,0.04488394365502431,0.01613344076407522,0.0,0.0 +2541,snp4065_m0_.11m1_.11,3,2541,2541,0.719594563724717,0.016185919592966645,0.04506044153222436,0.016110438978214247,0.0,0.0 +726,snp3143_m0_.42m1_.27,1,726,726,0.719719435338001,-0.016102319684907555,0.04484856019202114,0.01610294948121038,0.0,0.0 +2141,snp2560_m0_.16m1_.23,3,2141,2141,0.719731713619091,-0.01610296453863565,0.04485240791296628,0.01610221308379332,0.0,0.0 +1391,snp4529_m0_.18m1_.33,2,1391,1391,0.7199349855464636,-0.01609153403052693,0.044854537391930294,0.016090022353709415,0.0,0.0 +4616,snp3485_m0_.34m1_.56,5,4616,4616,0.7199607570449615,-0.01609137149867385,0.0448583942458368,0.016088476856539694,0.0,0.0 +4617,snp1614_m0_.39m1_.2,5,4617,4617,0.7199764860697607,0.01609471804716829,0.044870354895186024,0.016087533608228562,0.0,0.0 +2793,snp4312_m0_.47m1_.35,3,2793,2793,0.7203937680249566,-0.016063395291822557,0.04485280884323123,0.01606251236100034,0.0,0.0 +4556,snp4600_m0_.15m1_.04,5,4556,4556,0.7205140657869178,-0.01605554566701203,0.04485103513003108,0.016055299937649342,0.0,0.0 +4697,snp4123_m0_.17m1_.41,5,4697,4697,0.7210959642849248,-0.01601981592433179,0.04484868770498124,0.016020418186706346,0.0,0.0 +4077,snp1981_m0_.44m1_.42,5,4077,4077,0.721222907672878,-0.016030572724051114,0.04490013130629155,0.016012809881977116,0.0,0.0 +3119,snp3095_m0_.33m1_.36,4,3119,3119,0.721248372469319,-0.016010684647888653,0.04484870225882046,0.01601128371414965,0.0,0.0 +2626,snp2575_m0_.54m1_.46,3,2626,2626,0.7214803666493397,0.015997962249965154,0.0448520210960069,0.015997380582941728,0.0,0.0 +4803,snp2874_m0_.02m1_.03,5,4803,4803,0.7216487233090142,-0.015999413841855346,0.044884403550547666,0.015987292130198366,0.0,0.0 +3106,snp951_m0_.19m1_,4,3106,3106,0.7217020489328773,-0.015983913511583854,0.04484988538993491,0.015984096861592547,0.0,0.0 +4608,snp866_m0_.62m1_.21,5,4608,4608,0.722221006074387,-0.015967693856520904,0.044891717972870275,0.015953005193000212,0.0,0.0 +3780,snp849_m0_.44m1_.55,4,3780,3780,0.7226568016246613,0.01593720184496298,0.04487944595324341,0.01592690178459884,0.0,0.0 +3635,snp2956_m0_.45m1_.42,4,3635,3635,0.7229414829106284,0.015911826677879843,0.04485601750917601,0.01590985276387324,0.0,0.0 +1071,snp2022_m0_.33m1_.35,2,1071,1071,0.7231365056452681,0.015906398906157988,0.04487366311446289,0.015898174544833055,0.0,0.0 +4244,snp3724_m0_.52m1_.41,5,4244,4244,0.7236545204352685,0.015948509134071438,0.045080425779936026,0.01586716034439306,0.0,0.0 +5,snp3000_m0_.28m1_.34,1,5,5,0.7240265878799145,-0.015844266020691857,0.04484873624224502,0.015844888859060095,0.0,0.0 +615,snp1145_m0_.26m1_.33,1,615,615,0.7240905598719973,0.015841414194610336,0.04485150488086474,0.01584105996892558,0.0,0.0 +1586,snp3913_m0_.22m1_.22,2,1586,1586,0.7243084875964871,-0.015860308144210786,0.04494201108874726,0.015828017290551753,0.0,0.0 +1308,snp904_m0_.11m1_.04,2,1308,1308,0.7243107997702118,0.01584348016060396,0.044894719639258125,0.015827878917243358,0.0,0.0 +1943,snp2797_m0_.13m1_.12,2,1943,1943,0.7243768069286185,0.015823665044257345,0.044849766714184156,0.015823928745811712,0.0,0.0 +4851,snp1744_m0_.03m1_.05,5,4851,4851,0.724756051237381,0.01581913057674188,0.04490132426811522,0.01580123539286388,0.0,0.0 +2294,snp3807_m0_.02m1_.15,3,2294,2294,0.724864893145239,-0.015829567007148337,0.04494947691999204,0.015794723217175864,0.0,0.0 +3669,snp1219_m0_.41m1_.71,4,3669,3669,0.7249996500562368,-0.01579007707779397,0.04486024586892143,0.015786660967178442,0.0,0.0 +596,snp3638_m0_.3m1_.14,1,596,596,0.7252339900251528,-0.015776465195527948,0.04486142181873924,0.01577264206168233,0.0,0.0 +2121,snp3303_m0_.11m1_.18,3,2121,2121,0.7256585299562321,-0.015752902754907032,0.04486667192797641,0.015747248742829314,0.0,0.0 +3832,snp4720_m0_.53m1_.21,4,3832,3832,0.7258157852994411,0.015745980928389094,0.04487376417651669,0.01573784398976214,0.0,0.0 +4483,snp2248_m0_.32m1_.46,5,4483,4483,0.7260813212696333,-0.015724839227830814,0.04485878566251322,0.015721965010889155,0.0,0.0 +374,snp258_m0_.53m1_.23,1,374,374,0.7262114527425556,-0.015714433040968527,0.04485130285497282,0.01571418390086953,0.0,0.0 +1573,snp4661_m0_.31m1_.62,2,1573,1573,0.7264672656048963,-0.01569860147242494,0.044849780695356396,0.015698889142967565,0.0,0.0 +1509,snp2034_m0_.03m1_.03,2,1509,1509,0.7264910202582464,-0.01569703839192053,0.04484937330258399,0.015697468971750107,0.0,0.0 +1500,snp420_m0_.36m1_.3,2,1500,1500,0.7265359913183701,-0.01573376563321614,0.044962012567591275,0.015694780421231888,0.0,0.0 +879,snp522_m0_.27m1_.28,1,879,879,0.72706399716101,-0.015666239858634457,0.044859279654473956,0.015663218310233568,0.0,0.0 +4933,snp4615_m0_.5m1_.32,5,4933,4933,0.7271808559301769,-0.01566128823439912,0.04486511149287332,0.01565623399751694,0.0,0.0 +2073,snp4052_m0_.21m1_.14,3,2073,2073,0.7274344169432931,-0.01564670720396011,0.0448667771758629,0.015641080684657915,0.0,0.0 +1767,snp4169_m0_.28m1_.52,2,1767,1767,0.7275010100290784,0.01563803110792361,0.04485331303495734,0.01563710124366287,0.0,0.0 +526,snp2763_m0_.14m1_.2,1,526,526,0.7275356269206072,-0.015649247141216724,0.04489142305402017,0.01563503267077574,0.0,0.0 +3674,snp4967_m0_.06m1_.08,4,3674,3674,0.7277575224088558,-0.015622587528406968,0.04485299287604812,0.015621773832483742,0.0,0.0 +3044,snp3827_m0_.41m1_.38,4,3044,3044,0.7278573241699726,-0.015619819410214585,0.04486217399231493,0.01561581085845124,0.0,0.0 +4764,snp871_m0_.28m1_.33,5,4764,4764,0.728303734613631,-0.015604601002537785,0.04489515581119464,0.015589142007964971,0.0,0.0 +2812,snp4072_m0_.16m1_.09,3,2812,2812,0.728324644399257,0.015607295252795974,0.04490650615624226,0.01558789297841584,0.0,0.0 +1255,snp3906_m0_.28m1_.24,2,1255,1255,0.728708652603393,0.015572486193091541,0.04487239286550346,0.015564956690986115,0.0,0.0 +3816,snp1718_m0_.08m1_.14,4,3816,3816,0.7288857062550065,-0.015553805720220791,0.044849039617785295,0.015554382883092908,0.0,0.0 +917,snp1391_m0_.07m1_.09,1,917,917,0.7293936544782362,0.015523441528773194,0.044848959772706025,0.015524052520887526,0.0,0.0 +4531,snp1998_m0_.18m1_.09,5,4531,4531,0.7302736327316315,0.015478190922466372,0.044870087252821836,0.015471524400597998,0.0,0.0 +646,snp398_m0_.03m1_.11,1,646,646,0.7302787514459159,-0.01547439902513804,0.04485998081122197,0.015471218913531651,0.0,0.0 +1357,snp1402_m0_.56m1_.25,2,1357,1357,0.7303549899076325,-0.015475824183386265,0.04487731323798849,0.0154666690539841,0.0,0.0 +4998,snp123_m0_.41m1_.47,5,4998,4998,0.7304039838711752,-0.015472721970248694,0.0448768029451628,0.015463745211237596,0.0,0.0 +555,snp1894_m0_.3m1_.32,1,555,555,0.7317708023632394,0.015396980533382789,0.044893910866503996,0.01538220307516712,0.0,0.0 +3038,snp326_m0_.26m1_.24,4,3038,3038,0.7319212199317113,-0.015374986121253448,0.04485594562281488,0.015373232508368289,0.0,0.0 +1542,snp911_m0_.43m1_.38,2,1542,1542,0.732078242173908,-0.015366466597028545,0.04485841984598801,0.015363868707024088,0.0,0.0 +2143,snp3063_m0_.17m1_.38,3,2143,2143,0.73261779137342,-0.01533127499688186,0.044849619148450044,0.01533169852664311,0.0,0.0 +466,snp11_m0_.5m1_.42,1,466,466,0.7327708270613259,0.015326796890121192,0.04486322137471769,0.015322575329408311,0.0,0.0 +2888,snp3087_m0_.15m1_.45,3,2888,2888,0.7330919487322249,-0.015303979423851753,0.04485247675021099,0.015303433766016996,0.0,0.0 +1845,snp2425_m0_.35m1_.21,2,1845,1845,0.7331492851081436,0.015307556685809425,0.0448729839111674,0.015300016325997175,0.0,0.0 +3289,snp2339_m0_.38m1_.32,4,3289,3289,0.7333551242830552,-0.015328158028815243,0.04496944141491485,0.015287748350567624,0.0,0.0 +2738,snp2323_m0_.18m1_.22,3,2738,2738,0.7334681051504909,0.01528155713170853,0.04485248354979674,0.015281015196760077,0.0,0.0 +3581,snp589_m0_.17m1_.16,4,3581,3581,0.733474222854797,-0.015280050914734554,0.04484913296413191,0.015280650618766729,0.0,0.0 +1269,snp4526_m0_.22m1_.12,2,1269,1269,0.7335345590883622,0.015280849100400335,0.0448620344946917,0.015277054999835045,0.0,0.0 +3637,snp2714_m0_.37m1_.52,4,3637,3637,0.733629395702942,-0.015299568034097077,0.044933616235141326,0.015271403596316806,0.0,0.0 +3876,snp1461_m0_.24m1_.11,4,3876,3876,0.734278597036711,0.0152325874026374,0.044850525103386385,0.015232723553804428,0.0,0.0 +1024,snp408_m0_.2m1_.22,2,1024,1024,0.7346426139101745,-0.015216588791938556,0.04486730179379356,0.015211040015043389,0.0,0.0 +2521,snp1195_m0_.2m1_.28,3,2521,2521,0.7349713183116464,-0.015247729635502034,0.0450170745948189,0.015191462990512258,0.0,0.0 +1933,snp3422_m0_.3m1_.13,2,1933,1933,0.7352486847854957,-0.015177505243597914,0.04485853006588219,0.015174945800096986,0.0,0.0 +2794,snp3199_m0_.16m1_.35,3,2794,2794,0.7353940263207083,-0.015182185950518417,0.04489797556035652,0.015166291521355001,0.0,0.0 +4277,snp857_m0_.42m1_.42,5,4277,4277,0.7356456714798909,0.015175599614916588,0.04492288731389324,0.01515130878353897,0.0,0.0 +3775,snp2843_m0_.17m1_.04,4,3775,3775,0.7360229837424527,0.01513397043749963,0.044866185414295656,0.015128847088131078,0.0,0.0 +756,snp1773_m0_.2m1_.11,1,756,756,0.7365670745680315,-0.015137608820683436,0.04497325961140139,0.015096463584972896,0.0,0.0 +518,snp1637_m0_.01m1_.15,1,518,518,0.7366663553814319,-0.01508999444396885,0.04484935551107533,0.015090555379826214,0.0,0.0 +2197,snp3065_m0_.15m1_.19,3,2197,2197,0.7366851318243417,0.015125205835829245,0.04495733773934628,0.01508943802229283,0.0,0.0 +1908,snp2554_m0_.3m1_.32,2,1908,1908,0.737068453184812,0.01509118613576262,0.04492414112168452,0.015066629189381954,0.0,0.0 +4453,snp4857_m0_.49m1_.12,5,4453,4453,0.7371136970013109,0.015064753203734805,0.044853469954593835,0.01506393729541,0.0,0.0 +783,snp2015_m0_.06m1_.04,1,783,783,0.7371756963561066,-0.015060123681733527,0.044850671229027604,0.015060248576566128,0.0,0.0 +4718,snp245_m0_.49m1_.35,5,4718,4718,0.7372190695571876,0.015060780004023316,0.044860314092931654,0.0150576681012552,0.0,0.0 +708,snp2146_m0_.13m1_.06,1,708,708,0.7372479735614458,-0.015056793536285999,0.04485356343021448,0.015055948493937949,0.0,0.0 +399,snp4632_m0_.26m1_.29,1,399,399,0.7381293067483214,0.015007729723296778,0.044863650140126735,0.015003525254975295,0.0,0.0 +3471,snp2599_m0_.26m1_.25,4,3471,3471,0.7382167904237023,0.015027855302825962,0.04493939946214038,0.014998322687782015,0.0,0.0 +1,snp1750_m0_.02m1_.04,1,1,1,0.7384615504337662,-0.014997973974457093,0.044893617273686584,0.014983768120838736,0.0,0.0 +4757,snp3741_m0_.05m1_.02,5,4757,4757,0.7384779924350644,0.014987314789186175,0.04486463899202858,0.014982790459425233,0.0,0.0 +547,snp4016_m0_.29m1_.31,1,547,547,0.738562297563693,-0.015017253820325399,0.04496931041051423,0.014977777685208459,0.0,0.0 +1601,snp2909_m0_.35m1_.42,2,1601,1601,0.7386384732441826,0.014973343181852552,0.04485138555768659,0.014973248447391277,0.0,0.0 +4280,snp2484_m0_.18m1_.3,5,4280,4280,0.7386874416663474,0.01497248403600476,0.04485753633996006,0.014970336973400462,0.0,0.0 +2191,snp2051_m0_.46m1_.38,3,2191,2191,0.7387562871241055,0.014965663437514305,0.04484936727118633,0.014966243793596581,0.0,0.0 +3499,snp3585_m0_.01m1_.04,4,3499,3499,0.7389215402106968,0.01496643794997717,0.04488115705499444,0.014956419242428597,0.0,0.0 +1104,snp2530_m0_.11m1_.27,2,1104,1104,0.7392541874421068,0.014941211898438927,0.044864839582460785,0.014936645017600022,0.0,0.0 +4736,snp741_m0_.34m1_.25,5,4736,4736,0.7394264627541878,-0.014946784449502246,0.04491236901369289,0.014926405243133465,0.0,0.0 +588,snp1144_m0_.51m1_.37,1,588,588,0.7395949566018207,-0.014923910567954217,0.04487375006774698,0.01491639098248981,0.0,0.0 +465,snp2263_m0_.33m1_.55,1,465,465,0.7396116560414308,0.014931754404015075,0.04490032333895324,0.014915398508609741,0.0,0.0 +1811,snp3672_m0_.36m1_.07,2,1811,1811,0.7398062030747554,0.014914494951672519,0.04488322259176508,0.014903836809212203,0.0,0.0 +3766,snp3344_m0_.58m1_.79,4,3766,3766,0.739871186331124,-0.01489939217534375,0.044849396042789993,0.014899975151163163,0.0,0.0 +428,snp391_m0_.23m1_.22,1,428,428,0.73995350479139,-0.014898917849396951,0.044862699914787106,0.01489508349908151,0.0,0.0 +4315,snp3857_m0_.06m1_.02,5,4315,4315,0.7401352383335187,0.014886951200342412,0.04485919585952671,0.014884284878308188,0.0,0.0 +3219,snp2217_m0_.1m1_.01,4,3219,3219,0.7402842710940933,0.014875029868342904,0.04484996089145818,0.014875429981731652,0.0,0.0 +4180,snp1088_m0_.32m1_.09,5,4180,4180,0.7407296335259472,0.014848572232883722,0.04484997782546841,0.014848971868366494,0.0,0.0 +1899,snp3545_m0_.27m1_.27,2,1899,1899,0.7407354520064761,-0.014851829853634908,0.04486086186874895,0.014848626237861352,0.0,0.0 +4089,snp1083_m0_.13m1_.04,5,4089,4089,0.740792741795464,-0.014847922355785964,0.04485934241666634,0.014845223145650774,0.0,0.0 +4897,snp1747_m0_.27m1_.33,5,4897,4897,0.7410046151658491,-0.014844069887215329,0.0448857627852451,0.01483263831553313,0.0,0.0 +60,snp127_m0_.2m1_.18,1,60,60,0.7412959026058119,-0.014815991303457057,0.0448531840004669,0.014815338355932541,0.0,0.0 +629,snp1265_m0_.12m1_.22,1,629,629,0.7420829067085732,-0.014768210658896937,0.04485003138831993,0.014768608073707404,0.0,0.0 +3539,snp3104_m0_.31m1_.28,4,3539,3539,0.7421066213039398,0.014775172558579562,0.04487545302068114,0.01476720020998868,0.0,0.0 +506,snp3635_m0_.37m1_.13,1,506,506,0.7421675440174518,0.014790014400988713,0.044931537837894324,0.01476358347939373,0.0,0.0 +4999,snp124_m0_.23m1_.08,5,4999,4999,0.7422778286598439,0.014774692558330992,0.04490490801639746,0.014757036577558424,0.0,0.0 +510,snp4258_m0_.05m1_.01,1,510,510,0.7424075700018054,0.014785347054835064,0.044960759954742156,0.01474933505538281,0.0,0.0 +2288,snp3684_m0_.27m1_.37,3,2288,2288,0.7424959322685256,-0.01474392323062746,0.04485074702582001,0.014744090067342354,0.0,0.0 +3283,snp3099_m0_.62m1_.58,4,3283,3283,0.7426098728609098,0.014752599837370272,0.04489773971789874,0.014737327103064206,0.0,0.0 +2752,snp3319_m0_.04m1_.14,3,2752,2752,0.7428204574534527,-0.014724887473624174,0.04485144630922155,0.01472482869504135,0.0,0.0 +3550,snp2712_m0_.26m1_.13,4,3550,3550,0.742838449891159,0.014730132078222012,0.04487067581650948,0.0147237608785333,0.0,0.0 +1872,snp2795_m0_.05m1_.03,2,1872,1872,0.7429441311830843,0.01473421849786427,0.04490225475142361,0.014717489065246194,0.0,0.0 +3745,snp480_m0_.62m1_.48,4,3745,3745,0.7430840299132884,0.014726971152610523,0.04490550504210727,0.014709187008063859,0.0,0.0 +2020,snp3549_m0_.17m1_.16,3,2020,2020,0.7433624071741893,0.014706469551938958,0.04489341749868119,0.014692668665776816,0.0,0.0 +3234,snp3950_m0_.28m1_.13,4,3234,3234,0.7438098931738069,-0.014688082937704385,0.04491847236997489,0.014666119911907066,0.0,0.0 +807,snp771_m0_.44m1_.3,1,807,807,0.7439074995585571,-0.014664180295573963,0.04486309006038107,0.014660329734083379,0.0,0.0 +4487,snp81_m0_.21m1_.18,5,4487,4487,0.7440542912408451,-0.014651451472908621,0.04485079270400769,0.014651622258336237,0.0,0.0 +3827,snp4716_m0_.39m1_.36,4,3827,3827,0.7442419471706003,0.014641893583630551,0.04485561789666783,0.014640491573903767,0.0,0.0 +282,snp4131_m0_.09m1_.22,1,282,282,0.7443666755724452,0.014678678395949088,0.04499104697887988,0.014633093890012555,0.0,0.0 +108,snp3876_m0_.39m1_.38,1,108,108,0.7445486662389573,0.014635146453304666,0.04489073693426241,0.01462230067295419,0.0,0.0 +1149,snp3903_m0_.3m1_.17,2,1149,1149,0.7449109430452819,0.014650778722725757,0.045004820596088284,0.01460081783767321,0.0,0.0 +3253,snp580_m0_.1m1_.03,4,3253,3253,0.7450222173543943,0.01459895090425946,0.044865892320708596,0.014594219996143326,0.0,0.0 +1721,snp3293_m0_.04m1_.05,2,1721,1721,0.7453280261312534,0.01459324528192443,0.04490415532320554,0.01457608914762942,0.0,0.0 +3238,snp1585_m0_.36m1_.52,4,3238,3238,0.7453944702338675,-0.014650843337845033,0.04509357611955141,0.014572150110923733,0.0,0.0 +488,snp3761_m0_.03m1_.02,1,488,488,0.7455672280667943,-0.014565174248171824,0.044861431565569,0.014561908951607631,0.0,0.0 +4207,snp72_m0_.11m1_.07,5,4207,4207,0.7459049241395653,0.014542764748833563,0.04485407804729505,0.014541892364775537,0.0,0.0 +1901,snp4539_m0_.39m1_.21,2,1901,1901,0.746326361720226,0.014519041957069686,0.044857971584549794,0.014516916131580569,0.0,0.0 +3193,snp3703_m0_.27m1_.2,4,3193,3193,0.7466220470195026,0.014518576596516357,0.04491074942221077,0.014499395204742256,0.0,0.0 +4927,snp1748_m0_.28m1_.29,5,4927,4927,0.7472134413796792,-0.014475050810402387,0.04488459262989399,0.014464358550680434,0.0,0.0 +224,snp1884_m0_.21m1_.33,1,224,224,0.7474958403959767,0.0144470656354559,0.04484969302098734,0.014447631163998765,0.0,0.0 +1643,snp1796_m0_.04m1_.1,2,1643,1643,0.7476150204924457,0.01444079624342756,0.04485214862628247,0.014440572350702502,0.0,0.0 +4413,snp4114_m0_.07m1_.34,5,4413,4413,0.7480503213694571,-0.014414556404334703,0.04485073274794231,0.014414793322304392,0.0,0.0 +1477,snp909_m0_.19m1_.08,2,1477,1477,0.7480672346446475,-0.014434273450186576,0.04491520343856742,0.014413791794081856,0.0,0.0 +3749,snp2085_m0_.27m1_.12,4,3749,3749,0.7481893211438233,-0.014413226385963053,0.04487222140604786,0.014406562592007819,0.0,0.0 +2910,snp3088_m0_.47m1_.41,3,2910,2910,0.7486446784321141,0.014401812037772577,0.04492076666735615,0.014379602455584,0.0,0.0 +2969,snp3696_m0_.05m1_.06,3,2969,2969,0.7492882235604784,0.014378602676012318,0.04496752306040884,0.014341509185469083,0.0,0.0 +1502,snp910_m0_.26m1_.3,2,1502,1502,0.7504757253771699,0.01437214265707723,0.04516866399766498,0.014271244584953612,0.0,0.0 +2426,snp2054_m0_.1m1_.07,3,2426,2426,0.7507616119713671,0.014253772787340075,0.044849807666790434,0.014254333862009758,0.0,0.0 +3787,snp1598_m0_.5m1_.2,4,3787,3787,0.7507806968263586,0.014269397432095387,0.04490252760770473,0.01425320502928215,0.0,0.0 +3997,snp4100_m0_.15m1_.06,4,3997,3997,0.7509055964070535,-0.014247467517060585,0.044856772898428175,0.014245817679538725,0.0,0.0 +1121,snp1529_m0_.56m1_.7,2,1121,1121,0.7511752421465883,-0.01427576677261485,0.04499625086442635,0.014229870440232282,0.0,0.0 +544,snp3016_m0_.4m1_.32,1,544,544,0.7515829362433994,0.01420787651895684,0.04485827953820345,0.014205762222533176,0.0,0.0 +4673,snp2374_m0_.15m1_.28,5,4673,4673,0.7518490764508157,-0.014197861712740959,0.04487637881651423,0.014190026731161508,0.0,0.0 +1770,snp2040_m0_.26m1_.23,2,1770,1770,0.7522368182640414,-0.014253047473172718,0.04512371495183722,0.014167104679327823,0.0,0.0 +459,snp4136_m0_.59m1_.44,1,459,459,0.7523829050251303,0.014198140130798618,0.04497730418092786,0.014158469454823498,0.0,0.0 +1260,snp532_m0_.07m1_.07,2,1260,1260,0.7526984313453455,0.014167485197230963,0.04493939903780656,0.014139820399230708,0.0,0.0 +2393,snp4935_m0_.09m1_.11,3,2393,2393,0.7530548054901687,0.01412123368907139,0.04485951772800525,0.014118759976817602,0.0,0.0 +1834,snp3543_m0_.15m1_.18,2,1834,1834,0.75311503499137,0.014122837511612326,0.04487592718028683,0.014115200937617683,0.0,0.0 +2025,snp1932_m0_.16m1_.38,3,2025,2025,0.7534012889446382,0.014099758546760986,0.04485635375685851,0.014098287030580345,0.0,0.0 +2791,snp201_m0_.54m1_.31,3,2791,2791,0.7534668197843111,0.014107765141410846,0.04489415710101287,0.014094415286306615,0.0,0.0 +1775,snp1800_m0_.66m1_.51,2,1775,1775,0.7535433739326803,-0.014091120854742723,0.044855588170551706,0.014089892386769946,0.0,0.0 +2690,snp3690_m0_.25m1_.29,3,2690,2690,0.7536499651453867,0.014089551480981474,0.04487065075677608,0.014083595103560317,0.0,0.0 +1063,snp277_m0_.33m1_.26,2,1063,1063,0.7538157376897758,-0.014074866209437284,0.04485507931239374,0.014073802006364067,0.0,0.0 +2427,snp4431_m0_.08m1_.02,3,2427,2427,0.7540766672186963,0.014058234801376444,0.04485120617355949,0.014058388815442973,0.0,0.0 +3344,snp711_m0_.23m1_.51,4,3344,3344,0.7541064985002834,-0.014058229864178587,0.04485681375715798,0.014056626777432184,0.0,0.0 +3942,snp2105_m0_.6m1_.32,4,3942,3942,0.7548529770203547,0.014017384110223465,0.044867226075742304,0.014012541715096891,0.0,0.0 +222,snp754_m0_.47m1_.43,1,222,222,0.7550146654383065,-0.014033960111584897,0.04495091525181968,0.014002994599189985,0.0,0.0 +977,snp2771_m0_.6m1_.23,1,977,977,0.7551454720046245,0.013994814996241993,0.04485027455877684,0.013995271407247446,0.0,0.0 +4882,snp2994_m0_.29m1_.25,5,4882,4882,0.7557079458755203,0.01396154351140734,0.044850079457413025,0.0139620660551146,0.0,0.0 +4707,snp4605_m0_.21m1_.36,5,4707,4707,0.7559396766926455,-0.01401748913967403,0.045073964415057004,0.013948388164547168,0.0,0.0 +2097,snp679_m0_.44m1_.47,3,2097,2097,0.755999060941537,-0.013950332278207266,0.04486929495931135,0.013944883222617194,0.0,0.0 +114,snp2127_m0_.16m1_.07,1,114,114,0.7562922031403778,0.013933599606870822,0.04487115591217225,0.01392758279975804,0.0,0.0 +964,snp2154_m0_.43m1_.27,1,964,964,0.7566970598624025,0.013917782339700157,0.04489724622029102,0.013903692694390169,0.0,0.0 +4874,snp1745_m0_.46m1_.28,5,4874,4874,0.7568398686347324,-0.013896637092738437,0.0448562233674589,0.013895266659094888,0.0,0.0 +4466,snp4597_m0_.21m1_.2,5,4466,4466,0.7570799348069326,0.013880577214967169,0.04485010871723478,0.013881103321238637,0.0,0.0 +4761,snp4866_m0_.4m1_.45,5,4761,4761,0.7581631317884483,-0.013817362482400892,0.04485232911202031,0.01381721437224479,0.0,0.0 +4534,snp364_m0_.25m1_.4,5,4534,4534,0.7588608425221006,0.013854098017715154,0.04510589338139761,0.01377607689925788,0.0,0.0 +2987,snp2585_m0_.21m1_.05,3,2987,2987,0.759064656590435,0.013769634203843544,0.044870038695707846,0.013764062070402537,0.0,0.0 +4955,snp4369_m0_.25m1_.32,5,4955,4955,0.7591477355169644,0.013823558918703648,0.04506179488198288,0.013759164854201957,0.0,0.0 +2417,snp1309_m0_.38m1_.37,3,2417,2417,0.7591703564743673,0.013759238558929562,0.04485647236013436,0.01375783145508202,0.0,0.0 +3936,snp2102_m0_.2m1_.27,4,3936,3936,0.7596506031491541,-0.013740854466998274,0.04488891050187389,0.0137295260261735,0.0,0.0 +1044,snp3399_m0_.05m1_.03,2,1044,1044,0.7598586167171766,-0.013735647011034899,0.04491200619637387,0.013717267531558743,0.0,0.0 +2526,snp2690_m0_.09m1_.1,3,2526,2526,0.7600038692591847,0.013738596548541884,0.04494970342449946,0.013708708226300208,0.0,0.0 +1785,snp1176_m0_.36m1_.51,2,1785,1785,0.7600233554132045,-0.01371276880773261,0.044868959540406456,0.013707560002368018,0.0,0.0 +298,snp3256_m0_.16m1_.17,1,298,298,0.760368274868882,0.013686924540403963,0.044850904411684454,0.0136872370626248,0.0,0.0 +1438,snp2657_m0_.19m1_.03,2,1438,1438,0.760860749470812,0.013657759467396021,0.044850417889865955,0.01365822490060031,0.0,0.0 +2208,snp4426_m0_.13m1_.16,3,2208,2208,0.7609807778583831,-0.013652647446554889,0.04485685494206811,0.013651154773546363,0.0,0.0 +4063,snp1499_m0_.34m1_.61,5,4063,4063,0.7611931688691453,-0.01365103502873347,0.04489270418474217,0.013638644965480427,0.0,0.0 +811,snp3024_m0_.32m1_.46,1,811,811,0.7612985574669631,0.013632447319751245,0.04485199282775771,0.013632437980521014,0.0,0.0 +2813,snp4195_m0_.16m1_.07,3,2813,2813,0.7613534339958301,0.013683078257349856,0.045029250529384834,0.013629206066006157,0.0,0.0 +593,snp2142_m0_.31m1_.18,1,593,593,0.7615635036746418,0.013620161570602522,0.044862929522652716,0.013616834811365516,0.0,0.0 +1648,snp1031_m0_.28m1_.29,2,1648,1648,0.7619955857252536,0.013590870718554852,0.04485026617916961,0.013591392224781682,0.0,0.0 +1294,snp26_m0_.25m1_.15,2,1294,1294,0.7623042271656434,-0.013581009591490601,0.04487773541397022,0.013573220944209551,0.0,0.0 +4853,snp4998_m0_.27m1_.14,5,4853,4853,0.7623283164868188,-0.013609037031593028,0.04497505060294875,0.013571802777575491,0.0,0.0 +4992,snp117_m0_.14m1_.36,5,4992,4992,0.7625420798974998,-0.013574688933913118,0.04490317958606435,0.013559218866362022,0.0,0.0 +952,snp4519_m0_.31m1_.2,1,952,952,0.7627931218066342,-0.013544074836602369,0.0448508005981648,0.013544441786449151,0.0,0.0 +2826,snp2822_m0_.13m1_.09,3,2826,2826,0.7631495972808683,-0.0135230068323262,0.04485052189891427,0.013523461085761537,0.0,0.0 +815,snp890_m0_.47m1_.44,1,815,815,0.763425525065341,0.0135342683435813,0.044941844604145124,0.013507223118960472,0.0,0.0 +4111,snp3851_m0_.05m1_.25,5,4111,4111,0.7642779582909147,-0.013464341841655592,0.04487630640853532,0.013457069733472065,0.0,0.0 +1408,snp2540_m0_.11m1_.09,2,1408,1408,0.7647437663482438,0.013429457805689953,0.04485137403189783,0.013429670739146008,0.0,0.0 +4528,snp82_m0_.32m1_.39,5,4528,4528,0.7647909089973971,0.013434234388388961,0.04487659356836742,0.013426898070176196,0.0,0.0 +3405,snp2077_m0_.5m1_.23,4,3405,3405,0.7650115837031046,-0.01343156273756131,0.044911087022863075,0.013413919888063222,0.0,0.0 +4512,snp734_m0_.27m1_.18,5,4512,4512,0.7650403919600441,-0.013422651242495596,0.044886959894111296,0.013412225717525282,0.0,0.0 +3737,snp2842_m0_.48m1_.56,4,3737,3737,0.7652735907443535,0.013423455256145602,0.0449356014074463,0.013398512346846003,0.0,0.0 +2489,snp3075_m0_.4m1_.37,3,2489,2489,0.765301007030341,0.013440856044312695,0.044999266713397754,0.013396900200461324,0.0,0.0 +1575,snp3414_m0_.41m1_.5,2,1575,1575,0.7654856985303808,-0.013385772044914692,0.04485121250473818,0.013386040326096214,0.0,0.0 +3243,snp2592_m0_.18m1_.24,4,3243,3243,0.7657363738040938,-0.01337647522022185,0.044869473597946824,0.013371301850882962,0.0,0.0 +3091,snp3574_m0_.19m1_.37,4,3091,3091,0.7662601630802773,0.013340006735549637,0.04485044584473593,0.013340510252341157,0.0,0.0 +4154,snp3230_m0_.08m1_.03,5,4154,4154,0.7663123342483739,-0.013349969135036137,0.04489426218335067,0.013337443649024254,0.0,0.0 +4510,snp1098_m0_.25m1_.46,5,4510,4510,0.7663775924920702,0.013339102120678997,0.044870624605437656,0.01333360787931059,0.0,0.0 +751,snp3144_m0_.18m1_.21,1,751,751,0.7663881280643261,-0.01336729174769289,0.044967538844475505,0.013332988625219883,0.0,0.0 +4275,snp3969_m0_.51m1_.23,5,4275,4275,0.7668613752882452,0.013322125313678651,0.04490929998285747,0.013305174967606038,0.0,0.0 +2712,snp4438_m0_.03m1_.1,3,2712,2712,0.7673241920159053,-0.013278487107852349,0.04485389153691383,0.013277979258330033,0.0,0.0 +2186,snp4055_m0_.39m1_.07,3,2186,2186,0.7675228705666381,0.013273651010074074,0.0448770153396166,0.01326630614181099,0.0,0.0 +2727,snp2819_m0_.31m1_.28,3,2727,2727,0.7680308943030022,0.01324633695745064,0.044885662736511525,0.013236461892792255,0.0,0.0 +3438,snp1335_m0_m1_.03,4,3438,3438,0.7682668104022756,-0.013225106290079242,0.04486069422551801,0.013222604803423877,0.0,0.0 +2763,snp4817_m0_.12m1_.1,3,2763,2763,0.7683117107690729,0.013266515596112888,0.04501013677187938,0.013219967616741391,0.0,0.0 +3940,snp2104_m0_.3m1_.06,4,3940,3940,0.768516726975204,0.013208073086181967,0.04485271466051884,0.013207926734141215,0.0,0.0 +1093,snp1528_m0_.46m1_.21,2,1093,1093,0.7693276875946056,-0.013183540629468506,0.04493142879153102,0.013160307187671125,0.0,0.0 +4666,snp2495_m0_.38m1_.15,5,4666,4666,0.769361824067691,-0.013172644685763239,0.04490113294826493,0.013158303020935524,0.0,0.0 +1749,snp171_m0_.19m1_.31,2,1749,1749,0.7694403612602193,0.013153515745441822,0.04485164816033375,0.013153692168564192,0.0,0.0 +1400,snp3041_m0_.31m1_.24,2,1400,1400,0.7696531496602174,0.01314934458287826,0.044880054591221734,0.013141200236512402,0.0,0.0 +2361,snp3309_m0_.4m1_.38,3,2361,2361,0.7696863531987765,-0.013143223539786746,0.044865818660698435,0.01313925108487732,0.0,0.0 +2378,snp4808_m0_.38m1_.29,3,2378,2378,0.7696953338108425,0.01314233651929001,0.044864591131542536,0.013138723899088415,0.0,0.0 +4309,snp1092_m0_.28m1_.29,5,4309,4309,0.7699896536625486,-0.01312093160715939,0.044850505153151844,0.013121447541760608,0.0,0.0 +546,snp395_m0_.2m1_.08,1,546,546,0.7701891529591085,-0.013109360243523393,0.044850982587560845,0.013109738183427925,0.0,0.0 +3085,snp1209_m0_.48m1_.32,4,3085,3085,0.7702560930150878,0.013105623675033472,0.044851642258848086,0.013105809421121713,0.0,0.0 +4394,snp2365_m0_.44m1_.44,5,4394,4394,0.7702764034032727,-0.013118671672376606,0.04490038120944837,0.013104617408943905,0.0,0.0 +139,snp1131_m0_.33m1_.34,1,139,139,0.7703917856105901,0.013097645345518381,0.04485159609056803,0.013097845827699324,0.0,0.0 +3143,snp3830_m0_.13m1_.07,4,3143,3143,0.7704339475874094,0.013109170130765568,0.0448995450956525,0.013095371488728092,0.0,0.0 +4433,snp3238_m0_.09m1_.09,5,4433,4433,0.7710359699074152,-0.013073593636364218,0.04489883429217344,0.013060045229674843,0.0,0.0 +2989,snp2700_m0_.45m1_.3,3,2989,2989,0.7714439249945316,-0.013035633567908276,0.04485067514730817,0.013036111290541316,0.0,0.0 +2384,snp1942_m0_.23m1_.22,3,2384,2384,0.771680886411047,-0.013063060203458116,0.044993023894692535,0.013022210918322738,0.0,0.0 +2607,snp3316_m0_.24m1_.33,3,2607,2607,0.7719491355057695,-0.013027028606678509,0.04492320863252899,0.0130064766855119,0.0,0.0 +1212,snp2408_m0_.3m1_.31,2,1212,1212,0.772049018679424,-0.013006776758901873,0.044873585922711984,0.013000618414747919,0.0,0.0 +2583,snp2813_m0_.01m1_.03,3,2583,2583,0.7722162541494468,0.013043337167471112,0.0450337004736389,0.012990810343584751,0.0,0.0 +4093,snp3598_m0_.27m1_.4,5,4093,4093,0.772481459944542,-0.012984889672502876,0.04488564955837112,0.012975257750482748,0.0,0.0 +3968,snp2113_m0_.17m1_.09,4,3968,3968,0.773182243044755,-0.012937522808045523,0.044864008838853324,0.012934168855612934,0.0,0.0 +3196,snp2216_m0_m1_.04,4,3196,3196,0.7733419697910013,0.012972509761940875,0.04501793088250558,0.01292480513871086,0.0,0.0 +497,snp1512_m0_.14m1_.18,1,497,497,0.7734837020265889,-0.012922116009463339,0.044871901114820124,0.012916496790087334,0.0,0.0 +2099,snp2559_m0_.13m1_.12,3,2099,2099,0.7737861905343346,0.01293136577556417,0.04496575537030559,0.012898766379003026,0.0,0.0 +4380,snp4344_m0_.43m1_.43,5,4380,4380,0.7737955200599044,-0.012903790728367068,0.04487177226174801,0.01289821955933619,0.0,0.0 +2872,snp1574_m0_.21m1_.41,3,2872,2872,0.7738680623535472,0.012921008477936978,0.04494646403846004,0.012893967794856244,0.0,0.0 +3662,snp3341_m0_.36m1_.24,4,3662,3662,0.7741781647431965,0.012896095661166644,0.04492313309152192,0.012875793735000276,0.0,0.0 +3420,snp838_m0_.02m1_.01,4,3420,3420,0.7742922082931161,0.012903068408781372,0.04497076837459064,0.01286911055511743,0.0,0.0 +1531,snp4913_m0_.38m1_.26,2,1531,1531,0.774526855235889,-0.012862220383009012,0.04487635735483926,0.012855360670331831,0.0,0.0 +293,snp3755_m0_.49m1_.22,1,293,293,0.7749703624237776,-0.01283013771462088,0.044855104419614676,0.012829375239375116,0.0,0.0 +4978,snp4374_m0_.07m1_.05,5,4978,4978,0.775295400461723,0.01283583027259014,0.04494171999991875,0.012810333731566566,0.0,0.0 +2117,snp4675_m0_.22m1_.53,3,2117,2117,0.7753736526177271,-0.012808505281720294,0.044862103210022354,0.01280574987614048,0.0,0.0 +4131,snp3471_m0_.42m1_.41,5,4131,4131,0.7756351815453517,-0.01279356646240061,0.04486345632268469,0.012790430998765883,0.0,0.0 +1772,snp3171_m0_.2m1_.11,2,1772,1772,0.775647458725794,0.012793901438151099,0.04486715387805523,0.012789711907880134,0.0,0.0 +3476,snp4835_m0_.27m1_.28,4,3476,3476,0.7759648156698682,0.012770663619735827,0.044850851741336094,0.012771125022603969,0.0,0.0 +1539,snp4162_m0_.1m1_.07,2,1539,1539,0.776263884875148,-0.012776575428230014,0.044933243842838304,0.012753611208208504,0.0,0.0 +1450,snp2032_m0_.17m1_.13,2,1450,1450,0.7766260262530773,0.012746892132719309,0.044903523250067516,0.012732406411426055,0.0,0.0 +2933,snp3323_m0_.14m1_.24,3,2933,2933,0.7769715141940094,-0.012712453112202687,0.044853471702238405,0.012712179380202268,0.0,0.0 +1519,snp2784_m0_.41m1_.3,2,1519,1519,0.7769954135446888,-0.012710389610158225,0.044851128212004425,0.012710780257567382,0.0,0.0 +2955,snp2455_m0_.18m1_.1,3,2955,2955,0.7771517753123065,-0.012701344321937515,0.0448515144574294,0.01270162678599683,0.0,0.0 +262,snp3008_m0_.34m1_.49,1,262,262,0.7772904205107708,-0.012693366585753926,0.04485200663306969,0.012693510889168666,0.0,0.0 +2512,snp935_m0_.07m1_.17,3,2512,2512,0.7773143970124627,-0.012711249054185289,0.044920161785362504,0.012692107414728716,0.0,0.0 +3755,snp4335_m0_.03m1_.1,4,3755,3755,0.7774092116349294,0.012699339061582592,0.0448977088081264,0.01268655752282285,0.0,0.0 +2069,snp3179_m0_.18m1_.16,3,2069,2069,0.7775947391593159,-0.012675278770350226,0.04485104185797262,0.012675698389194781,0.0,0.0 +1336,snp3284_m0_.31m1_.46,2,1336,1336,0.7781527814421736,0.012643420732865545,0.04485389587726037,0.012643040007066154,0.0,0.0 +2846,snp1829_m0_.06m1_.06,3,2846,2846,0.7781765374632112,-0.012655594092064577,0.044902020038723275,0.01264164987857572,0.0,0.0 +3056,snp2458_m0_.22m1_.08,4,3056,3056,0.778436165819822,0.012627875309836148,0.0448575891939926,0.012626458022379664,0.0,0.0 +103,snp1502_m0_.3m1_.4,1,103,103,0.7786319673336606,0.012614711327292447,0.044851528054890816,0.01261500187516946,0.0,0.0 +2797,snp3442_m0_.21m1_.24,3,2797,2797,0.7788460699324957,-0.012604647238128831,0.04486029607697604,0.012602475888175818,0.0,0.0 +1541,snp539_m0_.3m1_.15,2,1541,1541,0.7790817809890849,-0.012588268586696129,0.04485108576984847,0.012588686838986392,0.0,0.0 +2651,snp3563_m0_.17m1_.29,3,2651,2651,0.7792280598481418,-0.012585935727861802,0.04487327972191025,0.012580130151220816,0.0,0.0 +2964,snp4445_m0_.08m1_.29,3,2964,2964,0.7792473350162615,0.012581431844784302,0.04486124307541121,0.0125790026703118,0.0,0.0 +159,snp3751_m0_.22m1_.23,1,159,159,0.7793288819296952,-0.01257679455148901,0.044861722114919865,0.01257423275603111,0.0,0.0 +1109,snp780_m0_.02m1_.05,2,1109,1109,0.779738041024044,0.012554427256073407,0.04486734057567614,0.012550301996799709,0.0,0.0 +253,snp755_m0_.1m1_.18,1,253,253,0.779939010213433,-0.012555733759048145,0.044914076854527,0.01253854908196354,0.0,0.0 +415,snp2387_m0_.17m1_.53,1,415,415,0.7800222000938344,-0.012543261360266041,0.04488687913379057,0.012533684290771686,0.0,0.0 +3654,snp1075_m0_.11m1_.2,4,3654,3654,0.7801504137465289,0.012525922453023733,0.04485166434528741,0.012526186879731428,0.0,0.0 +3846,snp4734_m0_.44m1_.61,4,3846,3846,0.7804438524177039,-0.012509653723980158,0.04485486049496551,0.012509029095468084,0.0,0.0 +3586,snp4839_m0_.23m1_.14,4,3586,3586,0.7805585527356458,0.012501859369520456,0.044850961650554425,0.012502322897393118,0.0,0.0 +4669,snp990_m0_.19m1_.18,5,4669,4669,0.7807455405336201,-0.012519730975189904,0.04495439110759838,0.012491390854727991,0.0,0.0 +4938,snp1749_m0_.29m1_.15,5,4938,4938,0.7807831666931386,-0.01249206947200372,0.04486296882745768,0.012489191170686904,0.0,0.0 +1759,snp3792_m0_.5m1_.31,2,1759,1759,0.7809218239941096,-0.012489848238500231,0.044884127377189525,0.012481085306551702,0.0,0.0 +1492,snp164_m0_.38m1_.53,2,1492,1492,0.7811659309826376,-0.01246758001355573,0.04485539366367988,0.012466815871707743,0.0,0.0 +2089,snp39_m0_.38m1_.65,3,2089,2089,0.7813206973731331,0.012467769390126723,0.044888652695409974,0.012457769551401118,0.0,0.0 +590,snp3387_m0_.17m1_.07,1,590,590,0.7814469107734285,0.012458229216233244,0.04488088523701824,0.012450392568480092,0.0,0.0 +4861,snp1623_m0_.45m1_.37,5,4861,4861,0.7816715127073001,-0.012486159566914443,0.04502898731600613,0.01243726575354207,0.0,0.0 +2772,snp3084_m0_.53m1_.36,3,2772,2772,0.7819433052492589,0.012431458743214491,0.04488905505616771,0.012421382311561603,0.0,0.0 +192,snp2629_m0_.39m1_.44,1,192,192,0.7819741462310915,-0.01250081815104278,0.04514605793567229,0.012419580075580897,0.0,0.0 +171,snp4628_m0_.59m1_.44,1,171,171,0.7821792629954446,0.012421789721321514,0.04490399307154051,0.01240759429804004,0.0,0.0 +3463,snp3336_m0_.41m1_.61,4,3463,3463,0.7827002514063861,-0.01238187865766621,0.0448698126426519,0.012377154865191352,0.0,0.0 +4634,snp2494_m0_.4m1_.63,5,4634,4634,0.7829265129598415,0.012370417610595673,0.04487621147734898,0.012363937005383505,0.0,0.0 +823,snp4145_m0_.13m1_.13,1,823,823,0.7831861041130346,-0.012361190196362863,0.0448978099552187,0.012348773397607437,0.0,0.0 +3924,snp2729_m0_.31m1_.33,4,3924,3924,0.7832421784464911,0.012345397223762718,0.04485234552618928,0.012345498088527782,0.0,0.0 +2253,snp3553_m0_.38m1_.59,3,2253,2253,0.7833489168357506,-0.0123396575204833,0.04485414707487483,0.01233926366656966,0.0,0.0 +843,snp1645_m0_.11m1_.03,1,843,843,0.7834228294591256,-0.012338326202458153,0.044865006527093645,0.012334946685267674,0.0,0.0 +4729,snp1363_m0_.44m1_.29,5,4729,4729,0.7835944788144346,0.012324925593401426,0.04485273761652187,0.012324921677626093,0.0,0.0 +2315,snp4679_m0_.64m1_.38,3,2315,2315,0.7840177020101391,-0.012326932243852189,0.044950192984047906,0.012300206372001835,0.0,0.0 +287,snp3132_m0_.03m1_.01,1,287,287,0.7846841888168243,-0.012277682232341906,0.044912713211721474,0.012261292542340329,0.0,0.0 +3387,snp3457_m0_.52m1_.58,4,3387,3387,0.784894679218554,-0.01227288672389466,0.04494021531795079,0.012249004656310687,0.0,0.0 +3178,snp1701_m0_.15m1_.04,4,3178,3178,0.7850509021110306,0.012251146637648008,0.04489403690778941,0.01223988535930236,0.0,0.0 +4269,snp4498_m0_.44m1_.39,5,4269,4269,0.786055820227443,0.012220213993786807,0.044996321614275685,0.012181236670359499,0.0,0.0 +4391,snp3237_m0_.07m1_.05,5,4391,4391,0.7861852674313762,0.012185218891016824,0.04489530781868659,0.012173683426711638,0.0,0.0 +4685,snp244_m0_.05m1_.14,5,4685,4685,0.786198739047615,0.012173645499398086,0.04485556346341077,0.012172897377733754,0.0,0.0 +440,snp1139_m0_.16m1_.07,1,440,440,0.7865482070918551,-0.012154891036305506,0.044861614391611127,0.012152507732134728,0.0,0.0 +4805,snp3491_m0_.36m1_.38,5,4805,4805,0.7866969644857973,-0.01214343830902984,0.044851378754334606,0.012143829269828937,0.0,0.0 +2835,snp4313_m0_.17m1_.11,3,2835,2835,0.7868292595353809,-0.012150541135653035,0.044906155870448425,0.012136111596224271,0.0,0.0 +4993,snp118_m0_.46m1_.65,5,4993,4993,0.7869407843566469,0.012153404565785569,0.04494083326530574,0.01212960586986195,0.0,0.0 +1002,snp896_m0_.38m1_.41,2,1002,1002,0.786985985510172,0.012130705861342444,0.044866652493124895,0.012126969162985052,0.0,0.0 +4726,snp4239_m0_.13m1_.06,5,4726,4726,0.787065714327519,0.012121842941085403,0.044851075014988154,0.012122318464801852,0.0,0.0 +1216,snp3530_m0_.43m1_.33,2,1216,1216,0.7873414895380667,-0.012113122499198688,0.0448783680189264,0.012106233095214749,0.0,0.0 +858,snp2017_m0_.22m1_.11,1,858,858,0.7878120128028203,0.012079144376711516,0.04485416632024345,0.01207879207270289,0.0,0.0 +2337,snp3555_m0_.46m1_.35,3,2337,2337,0.7882038473358239,0.012066948972580946,0.04489381467485655,0.012055943630936844,0.0,0.0 +2014,snp2183_m0_.51m1_.67,3,2014,2014,0.7882748203336374,0.012053279005743066,0.044858356878869965,0.012051805425617623,0.0,0.0 +4144,snp3852_m0_.11m1_.1,5,4144,4144,0.7883324643131793,0.012064758040805043,0.044913605229512404,0.012048444467314469,0.0,0.0 +1394,snp4036_m0_.27m1_.3,2,1394,1394,0.7883784757110253,-0.012052105701167295,0.044876497731472474,0.01204576180031119,0.0,0.0 +3818,snp1223_m0_.29m1_.33,4,3818,3818,0.7885844783101812,0.012034599029021145,0.04485604152660775,0.012033751468155458,0.0,0.0 +4448,snp3861_m0_.14m1_.43,5,4448,4448,0.788617173356142,-0.012047894979557612,0.04491271399011503,0.012031845365607141,0.0,0.0 +3834,snp4722_m0_.43m1_.35,4,3834,3834,0.7887350141169714,0.01202587432108588,0.04485623978287646,0.012024975495934984,0.0,0.0 +4409,snp982_m0_.41m1_.37,5,4409,4409,0.7890661254565204,-0.012005258298106527,0.04485134490626328,0.012005673901166943,0.0,0.0 +3127,snp1210_m0_.62m1_.36,4,3127,3127,0.7892662684635399,-0.012006071434742896,0.04489801653124175,0.011994007965342031,0.0,0.0 +1403,snp3409_m0_.31m1_.13,2,1403,1403,0.7896587601617595,0.01197780215007678,0.04487790476594623,0.011971132754048661,0.0,0.0 +3807,snp2719_m0_.07m1_.23,4,3807,3807,0.7903309893395103,-0.011932124170557694,0.04485355025052946,0.011931961075394465,0.0,0.0 +1549,snp3912_m0_.37m1_.19,2,1549,1549,0.7909674862352419,-0.011894492652937991,0.0448514966979262,0.011894879916628544,0.0,0.0 +936,snp3522_m0_.42m1_.33,1,936,936,0.7912492441386108,-0.011879642079634142,0.04485739981307281,0.011878467797090729,0.0,0.0 +3435,snp4455_m0_.1m1_.06,4,3435,3435,0.791324778284292,-0.011875298837629234,0.04485761638413697,0.011874068277037776,0.0,0.0 +283,snp3628_m0_.14m1_.22,1,283,283,0.7915420613264432,-0.01186283769165293,0.0448583615543511,0.011861413163444162,0.0,0.0 +3167,snp2829_m0_.71m1_.63,4,3167,3167,0.7917106241905018,0.011864894944243398,0.044903309506126005,0.011851596283968039,0.0,0.0 +808,snp2397_m0_.31m1_.43,1,808,808,0.7919521955142019,-0.011837990107234709,0.04485473666561113,0.01183752847348079,0.0,0.0 +892,snp2018_m0_.37m1_.29,1,892,892,0.7920780884146446,0.011891384940053562,0.045084976944632475,0.011830197609980485,0.0,0.0 +1135,snp2406_m0_.02m1_.06,2,1135,1135,0.792302796203278,-0.01182237210402904,0.0448729580988241,0.011817113443537815,0.0,0.0 +3916,snp4476_m0_.02m1_.07,4,3916,3916,0.7923223177768253,-0.011819375937739601,0.04486590194789103,0.011815976798958962,0.0,0.0 +3005,snp1060_m0_m1_.06,4,3005,3005,0.7925055270941028,-0.011819155225525528,0.044905608819105484,0.011805309795666798,0.0,0.0 +4913,snp1373_m0_.36m1_.53,5,4913,4913,0.792716963547093,0.011793238510741209,0.04485391768766491,0.011793000149229701,0.0,0.0 +873,snp650_m0_.24m1_.48,1,873,873,0.7933443371066985,0.011763746836867617,0.044880753862397926,0.011756480208624048,0.0,0.0 +2040,snp3060_m0_.21m1_.05,3,2040,2040,0.7939438197983447,-0.01173137715406941,0.044890495543738654,0.011721591070203305,0.0,0.0 +3869,snp2089_m0_.18m1_.09,4,3869,3869,0.794359226453395,0.011698043654016917,0.04485545640608445,0.01169741906935966,0.0,0.0 +3067,snp3448_m0_.44m1_.27,4,3067,3067,0.7952765498177413,0.01166530863828557,0.04493496600045999,0.01164405312714293,0.0,0.0 +4788,snp1870_m0_.42m1_.54,5,4788,4788,0.7955301969466151,0.011629330352465769,0.04485321447244191,0.011629299924242591,0.0,0.0 +1419,snp4530_m0_.14m1_.05,2,1419,1419,0.7957173153579156,-0.011618784351348234,0.04485452049296965,0.01161841711960389,0.0,0.0 +1595,snp423_m0_.37m1_.29,2,1595,1595,0.7961325695662356,0.01162937794533345,0.04498893883048332,0.011594268371818556,0.0,0.0 +1676,snp669_m0_.05m1_.07,2,1676,1676,0.7965361108804684,-0.011570771265187515,0.044853000722301486,0.011570803983859224,0.0,0.0 +193,snp2883_m0_.05m1_.07,1,193,193,0.7965667890461443,0.01157190359606943,0.044864307047762994,0.011569020294627584,0.0,0.0 +1613,snp3047_m0_.1m1_.11,2,1613,1613,0.7967825421551887,0.011563791898392751,0.04488152761012005,0.011556476496660925,0.0,0.0 +963,snp4267_m0_.27m1_.34,1,963,963,0.7968790513359187,-0.011551832602611679,0.04485689214569958,0.011550865783611064,0.0,0.0 +2704,snp1569_m0_.13m1_.01,3,2704,2704,0.7969755973713909,0.011571712426300217,0.044955934868240885,0.011545253108067024,0.0,0.0 +1587,snp2419_m0_.07m1_.33,2,1587,1587,0.7974559439669455,-0.011526502856774807,0.0448888742754145,0.011517330973572671,0.0,0.0 +1880,snp1037_m0_.15m1_.26,2,1880,1880,0.7976210538032589,-0.01151425718709256,0.04487858412328176,0.01150773430786183,0.0,0.0 +1353,snp661_m0_.2m1_.06,2,1353,1353,0.7979649061689844,0.011492303790764182,0.044870949362077986,0.011487750287980944,0.0,0.0 +3905,snp1470_m0_.18m1_.16,4,3905,3905,0.7980645225250721,-0.01148251473976966,0.04485533581392474,0.011481961206718854,0.0,0.0 +2353,snp3686_m0_.1m1_.03,3,2353,2353,0.7981578706578567,0.01155096046195831,0.04514404348047857,0.011476536568383511,0.0,0.0 +1927,snp4921_m0_.31m1_.15,2,1927,1927,0.7983381691041669,0.011474962055678571,0.044888006673637154,0.01146605955444401,0.0,0.0 +4777,snp2499_m0_.19m1_.32,5,4777,4777,0.7983802325373248,-0.01146316323506636,0.04485141389151377,0.011463615368049374,0.0,0.0 +677,snp399_m0_.13m1_.21,1,677,677,0.7988484381335125,-0.011445045786794835,0.044887060032234145,0.01143641156038141,0.0,0.0 +3665,snp3107_m0_.33m1_.38,4,3665,3665,0.7988966482606242,-0.0114331712001922,0.04485147429296116,0.011433610680668546,0.0,0.0 +2717,snp2449_m0_.38m1_.21,3,2717,2717,0.7988967176484693,0.011460402334765953,0.04495831584763412,0.01143360664944905,0.0,0.0 +4331,snp3354_m0_.4m1_.46,5,4331,4331,0.7989536254629976,-0.011434788985944641,0.04487081307650703,0.01143030051453482,0.0,0.0 +1141,snp2024_m0_.52m1_.32,2,1141,1141,0.7993730473511884,0.01140548940725916,0.044851458085661475,0.011405935550506178,0.0,0.0 +2229,snp1419_m0_.02m1_.04,3,2229,2229,0.800308424638607,0.011354499921606746,0.04486465957733977,0.011351609879438231,0.0,0.0 +1898,snp1671_m0_.07m1_.02,2,1898,1898,0.8003446132116823,-0.011350896854409858,0.044858728405753445,0.01134950842113973,0.0,0.0 +3575,snp716_m0_.13m1_.04,4,3575,3575,0.8006650996804163,0.011330661564626355,0.04485231105215736,0.011330898961734443,0.0,0.0 +4865,snp748_m0_.06m1_.27,5,4865,4865,0.8009904062981819,0.011331635647429002,0.04493107169199023,0.011312011600641962,0.0,0.0 +4085,snp2849_m0_.47m1_.22,5,4085,4085,0.8013367163046942,-0.011302956380728207,0.04489716059180468,0.011291906974070943,0.0,0.0 +2925,snp4444_m0_.47m1_.35,3,2925,2925,0.8015426533211258,-0.011285680370779275,0.04487605232378287,0.01127995261046775,0.0,0.0 +3239,snp4323_m0_.22m1_.11,4,3239,3239,0.8015975075025092,0.011276879132685548,0.044853718138248205,0.011276768534498145,0.0,0.0 +561,snp2141_m0_.4m1_.12,1,561,561,0.8019466930441587,0.011283883080351349,0.044962396770862605,0.011256500972021438,0.0,0.0 +4987,snp112_m0_.04m1_.39,5,4987,4987,0.8019953614583297,-0.011269054788135776,0.04491458318639741,0.011253676322918587,0.0,0.0 +4806,snp373_m0_.26m1_.42,5,4806,4806,0.8025326030418489,0.011265759219430287,0.045026207084617076,0.011222498496965477,0.0,0.0 +244,snp134_m0_.2m1_.18,1,244,244,0.8025871164255967,-0.01123746295352005,0.04492577933496623,0.01121933521516153,0.0,0.0 +502,snp1766_m0_.27m1_.25,1,502,502,0.8033049679618167,0.011182973104465494,0.044874547296626446,0.011177685178366422,0.0,0.0 +3513,snp3461_m0_.21m1_.25,4,3513,3513,0.8035566969808239,-0.011211550104038534,0.04504808047355009,0.011163082033613662,0.0,0.0 +4320,snp728_m0_.54m1_.31,5,4320,4320,0.8037064114076016,-0.011169959718200449,0.04491591777019432,0.011154397453863325,0.0,0.0 +3026,snp1208_m0_.12m1_.18,4,3026,3026,0.8038781693407885,-0.011144563058491128,0.044853861411623806,0.011144434695392962,0.0,0.0 +1897,snp1546_m0_.2m1_.28,2,1897,1897,0.8039100538741254,-0.011156377379219335,0.0449088643054053,0.011142585304539383,0.0,0.0 +2760,snp1691_m0_.09m1_.21,3,2760,2760,0.8040146148816002,0.011136259763529435,0.04485229815643862,0.011136520610130101,0.0,0.0 +3600,snp1073_m0_.15m1_.09,4,3600,3600,0.8041322711005884,0.01113711558642387,0.04488325104696035,0.011129696616375348,0.0,0.0 +1233,snp2280_m0_.07m1_.16,2,1233,1233,0.8041875143460032,-0.011126077455203111,0.04485168009344928,0.011126492628102294,0.0,0.0 +3526,snp1973_m0_.41m1_.43,4,3526,3526,0.8044447900353209,0.011112204332330932,0.04485591392109935,0.011111571941362119,0.0,0.0 +3176,snp1065_m0_.11m1_.04,4,3176,3176,0.8046699737843096,-0.011104376826539473,0.044877063940191135,0.011098513429614149,0.0,0.0 +3268,snp956_m0_.15m1_.13,4,3268,3268,0.8051017940325599,-0.011113115028209324,0.04501394471415942,0.011073474589697577,0.0,0.0 +1810,snp429_m0_.09m1_.13,2,1810,1810,0.8051484850900729,0.01107043545933277,0.044852036456224965,0.011070767442562855,0.0,0.0 +3911,snp1472_m0_.06m1_.13,4,3911,3911,0.8052230386396436,-0.011066095056099921,0.04485196563883785,0.011066444911635076,0.0,0.0 +2152,snp1674_m0_.19m1_.28,3,2152,2152,0.8059214567051833,-0.011036951721149539,0.044898132550236676,0.01102595638285952,0.0,0.0 +4201,snp4496_m0_.45m1_.36,5,4201,4201,0.8064131887263739,-0.010997403921605708,0.04485320872844674,0.0109974551780478,0.0,0.0 +501,snp4015_m0_.73m1_.62,1,501,501,0.8065318013042853,-0.010990175321706415,0.044851765748545006,0.010990580954922554,0.0,0.0 +3075,snp950_m0_.17m1_.2,4,3075,3075,0.8065888054653191,-0.010988104260013893,0.044856798475757874,0.010987277355267618,0.0,0.0 +714,snp3516_m0_.4m1_.31,1,714,714,0.8066828433830258,-0.010981762946673697,0.04485316123930646,0.010981827643679644,0.0,0.0 +4081,snp1082_m0_.39m1_.51,5,4081,4081,0.8071998139651497,0.010951944484571777,0.044853741579359986,0.010951870901821393,0.0,0.0 +46,snp3250_m0_.32m1_.42,1,46,46,0.8077020032388108,-0.010923196659064546,0.04485518458122141,0.010922775346354252,0.0,0.0 +1303,snp4159_m0_.12m1_.33,2,1303,1303,0.8079085104628355,0.010927346466651392,0.044921431470978185,0.010910812177492422,0.0,0.0 +3923,snp1475_m0_.04m1_.08,4,3923,3923,0.8081464951131725,0.010901309289001052,0.0448710957819512,0.010897026448679122,0.0,0.0 +430,snp4885_m0_.29m1_.03,1,430,430,0.8084821515782652,0.010895286399609254,0.04492646944264742,0.010877584630212734,0.0,0.0 +2896,snp3942_m0_.18m1_.5,3,2896,2896,0.8085146495503228,-0.010875276316982083,0.044851720271349975,0.010875702398094851,0.0,0.0 +1153,snp3156_m0_.28m1_.22,2,1153,1153,0.8086373454780641,0.010886822948915239,0.04492870068074666,0.010868596212264867,0.0,0.0 +277,snp1256_m0_.04m1_.02,1,277,277,0.8093392862235584,0.010827556617839943,0.04485188325491004,0.010827947094491953,0.0,0.0 +766,snp3768_m0_.37m1_.53,1,766,766,0.8094359027149485,-0.010832377561957138,0.04489505148974809,0.010822352764904147,0.0,0.0 +3113,snp4825_m0_.36m1_.34,4,3113,3113,0.8094504920832241,-0.010841913143688413,0.04493808001933494,0.010821508019608848,0.0,0.0 +3527,snp4579_m0_.18m1_.17,4,3527,3527,0.8094812540674639,0.010820878760512062,0.044858279949976584,0.010819726869246237,0.0,0.0 +135,snp1252_m0_.31m1_.15,1,135,135,0.8095793830323622,0.010813870255853677,0.04485278182605908,0.010814045215298631,0.0,0.0 +1904,snp2298_m0_.41m1_.33,2,1904,1904,0.8096956686833702,0.010810177305637781,0.04486540049007905,0.01080731251539034,0.0,0.0 +4214,snp2614_m0_.55m1_.35,5,4214,4214,0.809719843034917,-0.010815226570235422,0.04489217091303437,0.010805912900631346,0.0,0.0 +3009,snp1697_m0_.03m1_.06,4,3009,3009,0.8098664212236144,0.010797521374808326,0.04485390870857085,0.010797426734120725,0.0,0.0 +3455,snp2223_m0_.35m1_.36,4,3455,3455,0.8103690446374813,-0.010781561795341935,0.044908643467180306,0.010768330196141809,0.0,0.0 +2323,snp3685_m0_.17m1_.05,3,2323,2323,0.810739305411198,-0.01074671545091762,0.044852774199863554,0.010746898931362513,0.0,0.0 +3963,snp2112_m0_.35m1_.37,4,3963,3963,0.8107421245427117,-0.01077210344963919,0.04495941690045053,0.010746735765055984,0.0,0.0 +765,snp3268_m0_.07m1_.04,1,765,765,0.8113206859951918,-0.010714102398566811,0.044857113827711174,0.010713252654476115,0.0,0.0 +1136,snp529_m0_.29m1_.61,2,1136,1136,0.8116209067039187,0.010706680890077978,0.04489885712897865,0.010695880313286523,0.0,0.0 +261,snp2383_m0_.33m1_.33,1,261,261,0.812282435965593,-0.010658646506277089,0.04485796021921433,0.010657606404089066,0.0,0.0 +2726,snp3197_m0_.09m1_.04,3,2726,2726,0.8125098270432268,0.010648102558312044,0.04486897147548244,0.010644452089737189,0.0,0.0 +4238,snp856_m0_.12m1_.19,5,4238,4238,0.8127085000428095,-0.010643314175241936,0.04489727291704091,0.01063295982977772,0.0,0.0 +4802,snp616_m0_.42m1_.53,5,4802,4802,0.8131293532626374,-0.010614658123642751,0.044879144797674284,0.010608617827282504,0.0,0.0 +68,snp1627_m0_.27m1_.32,1,68,68,0.8133624308710727,0.010598252453937189,0.044866797232361394,0.010595138039528454,0.0,0.0 +4148,snp1087_m0_.14m1_.24,5,4148,4148,0.8136690631196932,-0.010578504070149099,0.044858278480661345,0.010577405751229452,0.0,0.0 +3333,snp1587_m0_.01m1_.06,4,3333,3333,0.8137983658434067,-0.01057192162884488,0.04486208128894053,0.010569928775770066,0.0,0.0 +2367,snp4551_m0_.3m1_.37,3,2367,2367,0.8139618412415007,-0.01056036090349764,0.04485313949051314,0.010560476172074434,0.0,0.0 +790,snp3769_m0_.38m1_.11,1,790,790,0.8141682800738379,-0.010551467656946518,0.04486608359298447,0.010548539970045508,0.0,0.0 +1994,snp1040_m0_.36m1_.38,2,1994,1994,0.8142111183387457,0.010546468635507698,0.04485536037134856,0.010546063173747388,0.0,0.0 +1036,snp4520_m0_.14m1_.12,2,1036,1036,0.814265272454151,-0.010577375040593529,0.04500017042633913,0.010542932170439273,0.0,0.0 +1128,snp1160_m0_.21m1_.46,2,1128,1128,0.8144679008416875,0.010544176266860024,0.044908836390142655,0.010531217352923094,0.0,0.0 +1422,snp4910_m0_.18m1_.11,2,1422,1422,0.8146073956837102,0.01052803733470933,0.044874465714729445,0.010523152972727167,0.0,0.0 +1570,snp1920_m0_.7m1_.47,2,1570,1570,0.8148017064825298,-0.010514287057742357,0.044863751351794746,0.010511920174578748,0.0,0.0 +3079,snp704_m0_.19m1_.18,4,3079,3079,0.8152282574249528,-0.0105539060846661,0.04513868846075323,0.010487264244773399,0.0,0.0 +18,snp377_m0_.15m1_.24,1,18,18,0.8153055761271475,-0.010482472635231116,0.044852284998298936,0.01048279532889889,0.0,0.0 +2134,snp1302_m0_.31m1_.35,3,2134,2134,0.8154308951011189,0.010495537689646377,0.044939241606202204,0.010475552282675972,0.0,0.0 +1480,snp2906_m0_.2m1_.31,2,1480,1480,0.8154459249727203,-0.010475785343084703,0.044858387235399866,0.010474683621202002,0.0,0.0 +1378,snp2283_m0_.48m1_.34,2,1378,1378,0.8159229705879758,0.010482533849294507,0.04500575213685951,0.010447114482160695,0.0,0.0 +2029,snp2557_m0_.32m1_.35,3,2029,2029,0.8165137238317207,0.01041596758964144,0.04486656974437345,0.010412979464886072,0.0,0.0 +2031,snp4422_m0_.45m1_.33,3,2031,2031,0.8166767715396772,-0.01040328904309867,0.04485253780742094,0.010403559269370932,0.0,0.0 +2498,snp193_m0_.59m1_.46,3,2498,2498,0.8168308178973784,0.010395592948965587,0.04485773467817238,0.010394659553043643,0.0,0.0 +1912,snp2044_m0_.24m1_.32,2,1912,1912,0.8168491106102963,-0.010447864826216601,0.045087876064842616,0.010393602755683623,0.0,0.0 +4197,snp599_m0_.44m1_.61,5,4197,4197,0.8170805761937985,0.01039996918383641,0.04493900321888646,0.010380231139206131,0.0,0.0 +3383,snp2341_m0_.51m1_.25,4,3383,3383,0.8171124537715189,0.010379790687271274,0.04485976958186133,0.010378389664242222,0.0,0.0 +157,snp2882_m0_.22m1_.18,1,157,157,0.8172483096629928,-0.010381531043328762,0.044901247650699666,0.010370541859790154,0.0,0.0 +1205,snp4649_m0_.28m1_.41,2,1205,1205,0.8174234857293973,-0.010360200709806321,0.0448527598566468,0.010360423166344435,0.0,0.0 +3883,snp1463_m0_.17m1_.13,4,3883,3883,0.8174443281239757,-0.010383929657831439,0.04496071538522812,0.010359219282270961,0.0,0.0 +2469,snp1819_m0_.21m1_.22,3,2469,2469,0.8175892981573546,-0.010355303553179408,0.04487304422811179,0.010350845828439169,0.0,0.0 +212,snp2382_m0_.19m1_.31,1,212,212,0.8178672387772,-0.01035937946953743,0.044960441812151225,0.010334793011962993,0.0,0.0 +3748,snp1847_m0_.05m1_.09,4,3748,3748,0.8180169794695684,-0.010328891672566122,0.04486566918351355,0.010326145093079084,0.0,0.0 +4276,snp4977_m0_.39m1_.41,5,4276,4276,0.8184437065687937,-0.01031770919903024,0.04492431547140349,0.010301502576438562,0.0,0.0 +3676,snp967_m0_.24m1_.41,4,3676,3676,0.8184697954632112,-0.010303439396259502,0.04486874557646226,0.010299996102822116,0.0,0.0 +4162,snp598_m0_.53m1_.52,5,4162,4162,0.8185033595663154,-0.010328583205623318,0.04498670604131666,0.010298057998776193,0.0,0.0 +4982,snp108_m0_.32m1_.26,5,4982,4982,0.8186569047933477,0.010306756267765983,0.04493032387489986,0.01028919202575704,0.0,0.0 +919,snp651_m0_.26m1_.35,1,919,919,0.8186705537111753,-0.01029746304589325,0.044893250789835734,0.010288403932483743,0.0,0.0 +2822,snp320_m0_.5m1_.5,3,2822,2822,0.8193580045379163,0.010251240112150768,0.04486482856801991,0.010248714368351529,0.0,0.0 +3126,snp4320_m0_.03m1_.08,4,3126,3126,0.8195513748995031,-0.010253312010929992,0.04492283040971743,0.010237551687100523,0.0,0.0 +129,snp1757_m0_.33m1_.11,1,129,129,0.8196044581733554,-0.010234169744383426,0.04485238868513624,0.010234487462094757,0.0,0.0 +400,snp2511_m0_.19m1_.01,1,400,400,0.8197167709807048,-0.010228966981689529,0.044858005491181865,0.010228004376834503,0.0,0.0 +4949,snp4367_m0_.1m1_.16,5,4949,4949,0.8197663321652409,-0.010229634490993136,0.04487348521988632,0.010225143600832974,0.0,0.0 +792,snp1774_m0_.3m1_.49,1,792,792,0.8198899741997993,-0.010217859340565226,0.044853140928138274,0.01021800690264841,0.0,0.0 +2211,snp1304_m0_.22m1_.36,3,2211,2211,0.8198927900844882,0.010219356056811483,0.044860424676965716,0.010217844370966995,0.0,0.0 +4055,snp4587_m0_.22m1_.38,5,4055,4055,0.8200586052516329,-0.01021032448191565,0.04486280345258553,0.010208273824554312,0.0,0.0 +2335,snp2310_m0_.48m1_.44,3,2335,2335,0.8201819305806715,-0.010201339759427474,0.04485460431405058,0.010201156013609373,0.0,0.0 +75,snp4125_m0_.43m1_.36,1,75,75,0.8203545298553936,-0.010196221974406753,0.044875926924590685,0.010191194750647697,0.0,0.0 +3788,snp4336_m0_.22m1_.16,4,3788,3788,0.8210098537816911,-0.010153720768909085,0.044855330493129404,0.010153378439065332,0.0,0.0 +2889,snp4443_m0_.31m1_.33,3,2889,2889,0.8212997398207744,0.010190588146432332,0.04509248653344704,0.010136652486109343,0.0,0.0 +2748,snp4439_m0_.29m1_.1,3,2748,2748,0.8215743102087716,0.010121357576576073,0.04485625307231382,0.010120811515817774,0.0,0.0 +3824,snp1080_m0_.23m1_.11,4,3824,3824,0.8218918530810588,0.010110338054111963,0.044888672976983235,0.010102492873236857,0.0,0.0 +4810,snp4868_m0_.12m1_.15,5,4810,4810,0.8220866263038509,-0.010099791422556183,0.04489177824974933,0.010091257485427736,0.0,0.0 +236,snp4253_m0_.06m1_.07,1,236,236,0.8221288173575036,-0.010089667759027525,0.04485759966791818,0.010088823800479254,0.0,0.0 +2769,snp1054_m0_.26m1_.04,3,2769,2769,0.8223388550919246,-0.010084598282600107,0.04488897124117334,0.010076708741413577,0.0,0.0 +4554,snp986_m0_.28m1_.43,5,4554,4554,0.8224433546474959,0.010078874922596749,0.044890348716758975,0.01007068143878294,0.0,0.0 +1790,snp1034_m0_.21m1_.29,2,1790,1790,0.8228404505833802,0.010050602488393071,0.04486646814249843,0.010047779476465811,0.0,0.0 +2773,snp3565_m0_.15m1_.04,3,2773,2773,0.8229507943747849,0.010062814809158565,0.04494945492092876,0.01004141601339571,0.0,0.0 +4754,snp993_m0_.29m1_.28,5,4754,4754,0.8230912357397463,-0.010039469378014143,0.04488137614202322,0.010033317131652597,0.0,0.0 +1019,snp1276_m0_.55m1_.18,2,1019,1019,0.8230953977159808,0.01003578053006926,0.044865958512211944,0.010033077126476664,0.0,0.0 +1940,snp1547_m0_.16m1_.08,2,1940,1940,0.8233945064612243,-0.010025565942736058,0.04489748348113197,0.010015829422900992,0.0,0.0 +4875,snp4361_m0_.33m1_.6,5,4875,4875,0.8238548492204854,-0.010002529551875824,0.04491335288525592,0.009989287257487251,0.0,0.0 +1910,snp922_m0_.14m1_.24,2,1910,1910,0.8244786479480644,-0.009958832027127714,0.04487872000699837,0.009953326202657433,0.0,0.0 +3144,snp465_m0_.05m1_.17,4,3144,3144,0.8244893217845972,0.009971393204773603,0.04493810416999964,0.00995271092760145,0.0,0.0 +74,snp3251_m0_.2m1_.26,1,74,74,0.8246307159147216,0.009961230567320702,0.04492910013824083,0.009944560680785416,0.0,0.0 +4944,snp2999_m0_.29m1_.28,5,4944,4944,0.8253059301633089,-0.00991351549686085,0.04488957067434052,0.00990564445496223,0.0,0.0 +1804,snp4667_m0_.2m1_.23,2,1804,1804,0.8253341282750318,-0.009904091774476778,0.04485425812549947,0.009904019407990855,0.0,0.0 +1417,snp2165_m0_.05m1_.04,2,1417,1417,0.825354734805641,-0.009945486741535472,0.04504713208428529,0.009902831869275557,0.0,0.0 +205,snp1254_m0_.14m1_.33,1,205,205,0.8255440934558737,-0.009892159453763693,0.044855023364462704,0.009891919597559454,0.0,0.0 +4021,snp2123_m0_.22m1_.35,5,4021,4021,0.826148154090456,-0.009908848887377681,0.04508937106587168,0.00985711296735292,0.0,0.0 +3919,snp2962_m0_.17m1_.22,4,3919,3919,0.8264484774292142,-0.009862540247341647,0.044957571805252144,0.009839810211513643,0.0,0.0 +421,snp3382_m0_.15m1_.16,1,421,421,0.826489892302481,-0.00984098924023421,0.044870214485583176,0.00983742425954837,0.0,0.0 +3299,snp60_m0_.12m1_.08,4,3299,3299,0.8265002688459558,0.009854541240212497,0.044934735987305435,0.009836826460921362,0.0,0.0 +3851,snp4738_m0_.03m1_.04,4,3851,3851,0.8267073638798736,-0.009824542058839569,0.04485234971780903,0.009824895960887153,0.0,0.0 +3743,snp1716_m0_.05m1_.08,4,3743,3743,0.8267441694239673,-0.009882949042892402,0.045128737208793734,0.009822775709496648,0.0,0.0 +1869,snp1409_m0_.29m1_.06,2,1869,1869,0.8268156031872623,0.009825083109224683,0.04488330724370768,0.009818660697895457,0.0,0.0 +3915,snp1473_m0_.21m1_.1,4,3915,3915,0.8269527936630081,0.009861378158113538,0.04508540307681506,0.009810757937547173,0.0,0.0 +266,snp1885_m0_.09m1_.21,1,266,266,0.8270513533818624,0.009804776281593099,0.04485258171717418,0.009805080661878582,0.0,0.0 +3974,snp2739_m0_.16m1_.06,4,3974,3974,0.8272047552686435,-0.009795862230476484,0.044852226994827514,0.009796244657296942,0.0,0.0 +2723,snp941_m0_.15m1_.11,3,2723,2723,0.8272085099449916,-0.009803941532469352,0.04489021073289575,0.009796028391315615,0.0,0.0 +464,snp2513_m0_.39m1_.17,1,464,464,0.8273130186006256,0.009800302457714261,0.044901141894032125,0.009790008877840107,0.0,0.0 +862,snp3645_m0_.45m1_.3,1,862,862,0.8278039868033373,0.009767375867207675,0.044879924540236094,0.009761732327212141,0.0,0.0 +2271,snp2309_m0_.09m1_.12,3,2271,2271,0.8280032801210288,-0.009751059313080674,0.04485769621380666,0.00975025544139207,0.0,0.0 +2606,snp2814_m0_.44m1_.38,3,2606,2606,0.828100623340193,0.009745895003709279,0.04485973184761024,0.009744649879909448,0.0,0.0 +2566,snp3934_m0_.35m1_.4,3,2566,2566,0.8284388509950262,0.009735144228447233,0.044899993195918995,0.00972517403672319,0.0,0.0 +3497,snp1972_m0_.1m1_.25,4,3497,3497,0.8292314914068463,-0.00968552344816869,0.04488175884646273,0.009679539320259624,0.0,0.0 +4957,snp3997_m0_.46m1_.23,5,4957,4957,0.8292709173774039,0.00969542792817197,0.04493819310754644,0.009677269708257328,0.0,0.0 +379,snp2386_m0_.07m1_.05,1,379,379,0.8293014431587381,-0.009675260370240888,0.04485286206744995,0.009675512465242661,0.0,0.0 +336,snp3380_m0_.4m1_.39,1,336,336,0.8293259626088509,0.009674157609959589,0.04485429385641066,0.009674100992584594,0.0,0.0 +1980,snp2046_m0_.16m1_.15,2,1980,1980,0.8293835177243507,-0.00967473582203816,0.044872343878823356,0.009670787845189223,0.0,0.0 +1713,snp170_m0_.4m1_.42,2,1713,1713,0.8299486923735475,0.009669574310152708,0.044999792258345855,0.009638256481011631,0.0,0.0 +2245,snp557_m0_.36m1_.34,3,2245,2245,0.8300491453900577,0.009644911156497307,0.044911959124884146,0.009632474950089925,0.0,0.0 +3739,snp1078_m0_.05m1_.27,4,3739,3739,0.8301933805803021,-0.009642168433118879,0.044937917897032026,0.009624173833362993,0.0,0.0 +1302,snp158_m0_.55m1_.33,2,1302,1302,0.8308160711565026,0.009591125261783113,0.044867097298234945,0.009588340107704263,0.0,0.0 +2953,snp461_m0_.32m1_.36,3,2953,2953,0.8308194059535431,-0.009597237191313317,0.04489658737588814,0.009588148217907442,0.0,0.0 +239,snp878_m0_.06m1_.03,1,239,239,0.8310804951421717,-0.009575613605302565,0.04486573391542845,0.009573125251093656,0.0,0.0 +4926,snp4874_m0_.2m1_.2,5,4926,4926,0.8311188089650804,-0.009615699071859267,0.045063929148371304,0.009570920779176314,0.0,0.0 +4557,snp735_m0_.14m1_.29,5,4557,4557,0.8313290121201063,-0.009565982140705438,0.044887657552447426,0.00955882667774343,0.0,0.0 +888,snp3394_m0_.03m1_.07,1,888,888,0.8315696454284213,-0.009545271202258454,0.04485544313301532,0.009544982617908954,0.0,0.0 +3231,snp3705_m0_.37m1_.27,4,3231,3231,0.8316376911046663,0.009545052687989825,0.04487282136807521,0.009541067994116534,0.0,0.0 +2074,snp301_m0_.52m1_.5,3,2074,2074,0.8318789053301467,-0.009535106985858133,0.04489135994965742,0.009527191678366947,0.0,0.0 +1532,snp4409_m0_.21m1_.29,2,1532,1532,0.8319524675137666,0.009582506526599206,0.04513456629121658,0.009522960051968003,0.0,0.0 +111,snp629_m0_.05m1_.03,1,111,111,0.8323178883547507,0.009502958528597259,0.04485891027348671,0.009501940658312221,0.0,0.0 +4390,snp1859_m0_.4m1_.45,5,4390,4390,0.8324914675547144,0.009492032158970404,0.04485446515560757,0.009491956927256033,0.0,0.0 +4679,snp739_m0_.38m1_.19,5,4679,4679,0.8326225695097593,-0.009523606256306914,0.04503944996815954,0.009484416664552736,0.0,0.0 +3533,snp3338_m0_.27m1_.11,4,3533,3533,0.8330996031412139,-0.009494898912147292,0.045033960358743276,0.009456982567297208,0.0,0.0 +2972,snp3324_m0_.2m1_.33,3,2972,2972,0.8332877320244632,-0.00947942432019368,0.04501206091175516,0.009446164286675936,0.0,0.0 +3098,snp2333_m0_.06m1_.02,4,3098,3098,0.8336048878826766,0.009427561990996196,0.04485239741977508,0.009427927597028988,0.0,0.0 +3151,snp1836_m0_.35m1_.51,4,3151,3151,0.8337054843938124,0.009438219412922414,0.04493066845486403,0.009422143549764003,0.0,0.0 +4833,snp1743_m0_.24m1_.32,5,4833,4833,0.8339174698593087,-0.009411820660770768,0.044863035363577955,0.009409955427554715,0.0,0.0 +2400,snp1192_m0_.58m1_.55,3,2400,2400,0.834546899429714,-0.00937349720034547,0.044852852402467294,0.009373770395072246,0.0,0.0 +391,snp137_m0_.54m1_.32,1,391,391,0.8346026225360614,0.009380888173204512,0.04490356427028381,0.009370567244096982,0.0,0.0 +2675,snp1052_m0_.24m1_.44,3,2675,2675,0.8355103737917009,-0.009321964229932268,0.044871371348258214,0.00931839334889184,0.0,0.0 +2988,snp701_m0_.41m1_.31,3,2988,2988,0.8357293904887015,-0.009343724402163927,0.045036950665616665,0.009305807031855878,0.0,0.0 +122,snp5_m0_.27m1_.24,1,122,122,0.8359872616539004,0.009293204541979268,0.04486489134259802,0.009290988785434495,0.0,0.0 +4075,snp1600_m0_.03m1_.05,5,4075,4075,0.8362076149249296,-0.009308219690843217,0.04499870851543025,0.009278327258472599,0.0,0.0 +4359,snp1606_m0_.22m1_.33,5,4359,4359,0.8367599443662166,0.009246925434582743,0.04485582260136782,0.009246593572023926,0.0,0.0 +2201,snp1937_m0_.35m1_.12,3,2201,2201,0.8371383936144333,0.009226641797142677,0.04486292091250816,0.009224852707586457,0.0,0.0 +4035,snp3720_m0_.42m1_.36,5,4035,4035,0.837144239633983,0.009224515190552693,0.044854213670337435,0.009224516886846073,0.0,0.0 +4071,snp851_m0_.43m1_.48,5,4071,4071,0.8373709478104041,-0.009225365223624474,0.044921770618235386,0.009211494182067083,0.0,0.0 +3316,snp3835_m0_.31m1_.27,4,3316,3316,0.8375263841545488,-0.00920276169474712,0.04485518500791375,0.009202565962835287,0.0,0.0 +4326,snp357_m0_.29m1_.28,5,4326,4326,0.8378527688300441,0.00918939282739844,0.044881458149209984,0.00918381970159864,0.0,0.0 +2149,snp4676_m0_.35m1_.22,3,2149,2149,0.8379503725064116,-0.009179586042543942,0.044860946062561975,0.009178214038029193,0.0,0.0 +1239,snp1024_m0_.43m1_.39,2,1239,1239,0.837981935210063,-0.009181209950650412,0.04487774630753648,0.009176401330531974,0.0,0.0 +1094,snp1396_m0_.12m1_.07,2,1094,1094,0.8381392395961842,-0.00917720068550863,0.0449023586591883,0.009167367256026215,0.0,0.0 +2949,snp4315_m0_.3m1_.19,3,2949,2949,0.8383201468342887,-0.00915665717204825,0.044852677666380694,0.009156978115053303,0.0,0.0 +3856,snp2721_m0_.26m1_.11,4,3856,3856,0.8394302707872557,-0.009103570845752171,0.04490525163513621,0.009093236606224403,0.0,0.0 +2531,snp194_m0_.08m1_.03,3,2531,2531,0.8401689045712718,-0.00905225356093873,0.04486132028416951,0.009050835596409075,0.0,0.0 +4898,snp2995_m0_.01m1_,5,4898,4898,0.8407475693321528,-0.009022951015587899,0.04488080760805773,0.009017623179850946,0.0,0.0 +1232,snp3281_m0_.1m1_.07,2,1232,1232,0.8409985195521792,-0.00900766050834858,0.04487642793792154,0.009003221444234604,0.0,0.0 +2495,snp4811_m0_.2m1_.08,3,2495,2495,0.8414955572343018,-0.008985831894620754,0.04490996074093852,0.008974699767839933,0.0,0.0 +433,snp880_m0_.59m1_.31,1,433,433,0.8416180762319164,-0.008980659894435876,0.04491930045915528,0.008967669775649188,0.0,0.0 +1723,snp4287_m0_.15m1_.12,2,1723,1723,0.8418594419207951,0.008957704507135233,0.044873786059186536,0.008953821145443935,0.0,0.0 +722,snp2639_m0_.34m1_.23,1,722,722,0.8422395771479617,-0.008932177765855646,0.044855172574067285,0.008932012178583627,0.0,0.0 +3864,snp4742_m0_.18m1_.2,4,3864,3864,0.8427893151130262,-0.00890873520911939,0.0448959735394685,0.008900476549085077,0.0,0.0 +4425,snp1729_m0_.11m1_.07,5,4425,4425,0.8431959578196508,0.00888290946092981,0.044883452275425596,0.008877152375914854,0.0,0.0 +3240,snp332_m0_.39m1_.24,4,3240,3240,0.8433582358443077,0.008879340806428281,0.0449125128990606,0.00886784511631981,0.0,0.0 +1312,snp3038_m0_.42m1_.16,2,1312,1312,0.8434992024183223,0.00886277821896876,0.044869647908140714,0.008859760457819235,0.0,0.0 +802,snp3392_m0_.4m1_.55,1,802,802,0.8438502923777562,-0.008855986722440125,0.04493739540849142,0.008839626132525586,0.0,0.0 +2914,snp824_m0_.57m1_.35,3,2914,2914,0.8439802877049812,0.008833371870764642,0.04486047639766165,0.00883217160392453,0.0,0.0 +4567,snp1999_m0_.34m1_.43,5,4567,4567,0.8440746933890241,0.008837438888656235,0.04490865884799874,0.008826758101094935,0.0,0.0 +2902,snp2066_m0_.06m1_.03,3,2902,2902,0.8441964811517313,0.008819649775070507,0.04485375081743482,0.00881977461752105,0.0,0.0 +1259,snp4401_m0_.36m1_.37,2,1259,1259,0.8444356327009247,-0.008810758905416995,0.044878315484270535,0.008806061946891056,0.0,0.0 +4318,snp2363_m0_.25m1_.41,5,4318,4318,0.8444906621874453,-0.008806220524223685,0.044871277488400176,0.008802906736439488,0.0,0.0 +3964,snp483_m0_.05m1_.03,4,3964,3964,0.8449908729375104,0.008801685308277522,0.044994765751636905,0.00877422827827362,0.0,0.0 +3781,snp4465_m0_.37m1_.21,4,3781,3781,0.8455952576490066,0.008766118931944292,0.04499061357087797,0.008739582004460114,0.0,0.0 +2808,snp1828_m0_.27m1_.31,3,2808,2808,0.8460326679117838,0.008724006395712948,0.04490330207918732,0.008714510759008661,0.0,0.0 +454,snp3511_m0_.35m1_.4,1,454,454,0.8463780147350513,-0.008696856481978155,0.04486546547795995,0.008694718271926083,0.0,0.0 +4451,snp2247_m0_.3m1_.55,5,4451,4451,0.8469350022039966,-0.008678886384041556,0.04493774073959074,0.008662799805265346,0.0,0.0 +1581,snp540_m0_.12m1_.36,2,1581,1581,0.8469486096576613,-0.008675929083930655,0.04492647244070347,0.008662020077547452,0.0,0.0 +4916,snp97_m0_.18m1_.1,5,4916,4916,0.84713702055442,-0.00866130069074991,0.044906696315710835,0.008651224115414255,0.0,0.0 +1730,snp4917_m0_.13m1_.23,2,1730,1730,0.8472169419969827,-0.00864790625619764,0.04486099755694407,0.008646644760038411,0.0,0.0 +1386,snp3908_m0_.04m1_.25,2,1386,1386,0.847357167701897,0.008640765647150068,0.04486564794568837,0.008638610295411502,0.0,0.0 +2695,snp4309_m0_.11m1_.03,3,2695,2695,0.8483626738138578,0.008584863269457848,0.044874640393819616,0.008581006222896462,0.0,0.0 +989,snp1525_m0_.31m1_.37,1,989,989,0.8484055768293152,0.00858196743373644,0.04487235541329989,0.008578548681898017,0.0,0.0 +2071,snp2431_m0_.22m1_.14,3,2071,2071,0.8484062593659585,0.008593802750744685,0.04493444329223142,0.00857850958551206,0.0,0.0 +3812,snp4971_m0_.14m1_.12,4,3812,3812,0.8485642770378108,0.008569804668329156,0.0448562960681937,0.00856945834863795,0.0,0.0 +2206,snp681_m0_.47m1_.29,3,2206,2206,0.8487769944583994,0.008566567810706235,0.04490320077432541,0.008557274464217815,0.0,0.0 +445,snp3383_m0_.04m1_.13,1,445,445,0.8493361557192218,0.008525777805946592,0.044857276230424306,0.00852525020050093,0.0,0.0 +3830,snp4718_m0_.52m1_.68,4,3830,3830,0.8497828263860656,-0.008503128345453035,0.044872752002721276,0.008499671604123545,0.0,0.0 +4032,snp2235_m0_.2m1_.2,5,4032,4032,0.8502769418295751,-0.008474317904065628,0.044870080309499155,0.008471379288895343,0.0,0.0 +4635,snp1360_m0_.01m1_.15,5,4635,4635,0.8503342718132955,0.008482855763530021,0.04493269818860777,0.008468096876845218,0.0,0.0 +1618,snp541_m0_.15m1_.27,2,1618,1618,0.8503734607640677,-0.008475685819584617,0.044906619244860974,0.008465853150513182,0.0,0.0 +1050,snp3031_m0_.32m1_.29,2,1050,1050,0.850541599072516,-0.008456041689851848,0.04485354476186028,0.008456226789972005,0.0,0.0 +4791,snp3742_m0_.05m1_.09,5,4791,4791,0.8506341592518866,0.008451116457387452,0.04485553076797485,0.008450927641745931,0.0,0.0 +1396,snp2656_m0_.28m1_.18,2,1396,1396,0.8509104542717894,0.008441056484748471,0.04488615445720806,0.008435110217557242,0.0,0.0 +2604,snp315_m0_.37m1_.48,3,2604,2604,0.8510149326102293,-0.008428801006762132,0.04485278998437435,0.008429129281087031,0.0,0.0 +1360,snp2905_m0_.35m1_.2,2,1360,1360,0.8512708848837192,-0.008423449559747671,0.044902367907738425,0.008414477742451791,0.0,0.0 +2985,snp3945_m0_.34m1_.09,3,2985,2985,0.8513079957191234,0.008412108793377447,0.044853238567972895,0.008412353472078846,0.0,0.0 +327,snp2259_m0_.13m1_.31,1,327,327,0.851360834441207,-0.008410412724401736,0.044860325077991835,0.00840932895032786,0.0,0.0 +3400,snp2466_m0_.11m1_.16,4,3400,3400,0.851547664251848,-0.008398900337329327,0.044855965452037655,0.00839863499952231,0.0,0.0 +4432,snp1608_m0_.21m1_.46,5,4432,4432,0.8515916881244874,-0.008412349762214246,0.04494127925424098,0.008396115186486284,0.0,0.0 +941,snp2525_m0_.3m1_.28,1,941,941,0.8516073026054102,0.00840489804536608,0.044906250354878205,0.00839522146016462,0.0,0.0 +2048,snp3923_m0_.45m1_.41,3,2048,2048,0.8517693434973445,-0.008400120873316602,0.04493036645092694,0.008385946918736332,0.0,0.0 +3021,snp2331_m0_.46m1_.52,4,3021,3021,0.8521240482040113,-0.00838531562613336,0.04496002262100094,0.008365646353834539,0.0,0.0 +634,snp3890_m0_.53m1_.44,1,634,634,0.8521321833393171,-0.008378713140567285,0.044927122198877616,0.00836518078139596,0.0,0.0 +4832,snp92_m0_.51m1_.42,5,4832,4832,0.8522855413866884,0.008362160151101581,0.04488545987554367,0.008356404293762108,0.0,0.0 +2838,snp2582_m0_.28m1_.24,3,2838,2838,0.8523424569412972,0.0083581488890291,0.04488142359006748,0.008353147169442373,0.0,0.0 +1876,snp4047_m0_.04m1_.13,2,1876,1876,0.8525836624881262,0.008339311217133875,0.04485439369962197,0.008339344110534731,0.0,0.0 +2921,snp946_m0_.16m1_.06,3,2921,2921,0.8527965177661034,0.008327345244713444,0.04485555114710029,0.008327164057471761,0.0,0.0 +1284,snp2536_m0_.38m1_.37,2,1284,1284,0.8529782187798304,0.008318660212332326,0.04486478855997304,0.00831676720463936,0.0,0.0 +3713,snp2084_m0_.09m1_.04,4,3713,3713,0.8534208815600467,-0.0082956132159867,0.04487716401868238,0.008291440094754028,0.0,0.0 +3395,snp584_m0_.41m1_.4,4,3395,3395,0.8535870593446563,-0.00828391640030186,0.044865334830436025,0.008281932853264408,0.0,0.0 +3434,snp3956_m0_.34m1_.41,4,3434,3434,0.853602341421748,0.00830641970608588,0.0449919617018943,0.008281058564894547,0.0,0.0 +1225,snp3158_m0_.23m1_.18,2,1225,1225,0.8538607769921136,0.008267489834226033,0.044861195609883144,0.008266273927694424,0.0,0.0 +603,snp765_m0_.4m1_.24,1,603,603,0.8539144069487339,0.008262896993748178,0.04485292180225352,0.008263205965821082,0.0,0.0 +3506,snp474_m0_.59m1_.36,4,3506,3506,0.8540406649573193,0.008258239513905087,0.044866859146808505,0.008255983386699174,0.0,0.0 +3983,snp1493_m0_.37m1_.16,4,3983,3983,0.8544065150376372,0.00825525038669917,0.044964603041598855,0.008235056165759917,0.0,0.0 +3060,snp3093_m0_.21m1_.13,4,3060,3060,0.8544804228196954,0.008253160265977876,0.0449763085445283,0.008230828737061402,0.0,0.0 +3556,snp3339_m0_.15m1_.32,4,3556,3556,0.8545612869213268,-0.00822594806161095,0.04485321984639116,0.008226203499379145,0.0,0.0 +3223,snp4828_m0_.41m1_.44,4,3223,3223,0.854694764900422,0.008219280761887843,0.04485849973436177,0.008218569061376819,0.0,0.0 +876,snp1646_m0_.53m1_.35,1,876,876,0.8547421879332213,-0.008218289585287222,0.04486789885836224,0.008215856699498087,0.0,0.0 +1906,snp35_m0_.35m1_.28,2,1906,1906,0.8548742360109757,0.008217564719792425,0.044905222859904136,0.0082083043630817,0.0,0.0 +4022,snp970_m0_.44m1_.35,5,4022,4022,0.8549345278588413,0.008204532570543939,0.04485285174505117,0.00820485611795827,0.0,0.0 +4816,snp617_m0_.44m1_.25,5,4816,4816,0.8550727137327127,0.008198314463662816,0.04486207298501327,0.008196953096251267,0.0,0.0 +496,snp512_m0_.65m1_.52,1,496,496,0.8552141559442795,-0.00818873507501379,0.04485391965377392,0.008188864103004397,0.0,0.0 +4854,snp998_m0_.55m1_.38,5,4854,4854,0.855422123031378,-0.008176888889831944,0.0448541799490893,0.008176971074577837,0.0,0.0 +4334,snp4979_m0_.41m1_.08,5,4334,4334,0.8559821256405428,0.008155001714153336,0.04491000324053371,0.008144949009984088,0.0,0.0 +3222,snp4206_m0_.5m1_.23,4,3222,3222,0.8562550235563845,-0.008133916604549865,0.04487986891426703,0.008129345662800526,0.0,0.0 +412,snp3759_m0_.09m1_.09,1,412,412,0.8562735475278334,-0.008131211783368054,0.04487079093950428,0.008128286562513262,0.0,0.0 +1630,snp2663_m0_.02m1_.19,2,1630,1630,0.8565701452907928,0.008111533530873745,0.04485578399046574,0.008111329324224497,0.0,0.0 +4101,snp3470_m0_.3m1_.14,5,4101,4101,0.8567681272471752,-0.008101645103593472,0.04486370876452356,0.008100010841729555,0.0,0.0 +1213,snp4781_m0_.21m1_.1,2,1213,1213,0.856886918851045,0.008097838396091723,0.044880258424472984,0.0080932198599212,0.0,0.0 +4714,snp3618_m0_.29m1_.5,5,4714,4714,0.8570507133695141,0.008084477785893903,0.04485811209294076,0.008083856491063218,0.0,0.0 +3366,snp336_m0_.58m1_.33,4,3366,3366,0.8572643349033063,0.008080929193076694,0.04490626052763534,0.008071645271176276,0.0,0.0 +233,snp4379_m0_.1m1_.08,1,233,233,0.8572992994176516,-0.008076281485895623,0.04489154920337817,0.00806964665595796,0.0,0.0 +1505,snp538_m0_.33m1_.3,2,1505,1505,0.8576074589868329,0.008052841334385488,0.04485918160727661,0.008052032560541912,0.0,0.0 +3262,snp2593_m0_.34m1_.26,4,3262,3262,0.8579135505098932,0.008038453418537185,0.04487654187535383,0.008034537896767877,0.0,0.0 +3721,snp3592_m0_.09m1_.16,4,3721,3721,0.8583654959974517,0.008009194751029099,0.04485741145144766,0.008008709172979966,0.0,0.0 +132,snp2627_m0_.08m1_.12,1,132,132,0.8583857379758988,-0.008016002309692254,0.044902024825974794,0.008007552404105592,0.0,0.0 +1703,snp1924_m0_.48m1_.36,2,1703,1703,0.8584339511863807,-0.0080054671615082,0.044858447464568206,0.008004797183845405,0.0,0.0 +920,snp3027_m0_.06m1_.13,1,920,920,0.8584914821224359,0.00800794963129004,0.04489079624370146,0.008001509526769186,0.0,0.0 +909,snp1018_m0_.04m1_.04,1,909,909,0.8585760784422325,-0.008004361507124148,0.044897809561913436,0.007996675271755314,0.0,0.0 +4225,snp2241_m0_.18m1_.38,5,4225,4225,0.8586325872993505,0.008011740256141549,0.04495735364307439,0.007993446125777426,0.0,0.0 +3017,snp4567_m0_.21m1_.27,4,3017,3017,0.8588672534468919,-0.007981710026153083,0.04486410717773388,0.007980036788720906,0.0,0.0 +4724,snp3247_m0_.52m1_.29,5,4724,4724,0.8595520822317011,-0.007942915992646994,0.04486605708214137,0.007940908230077464,0.0,0.0 +3531,snp1446_m0_.37m1_.32,4,3531,3531,0.860712033963235,-0.007897100115634739,0.044982636798911194,0.007874646632637114,0.0,0.0 +4417,snp360_m0_.17m1_.17,5,4417,4417,0.860797913212604,0.007874356599408345,0.04488104572001675,0.007869741510486432,0.0,0.0 +263,snp3754_m0_.26m1_.24,1,263,263,0.860857133314731,-0.007866059680231904,0.044853035105030754,0.007866359120121905,0.0,0.0 +4921,snp4614_m0_.38m1_.32,5,4921,4921,0.8610317198611425,-0.00785616804343297,0.04485349157668615,0.007856387767805539,0.0,0.0 +1597,snp4164_m0_.17m1_.11,2,1597,1597,0.8611686009948084,0.007848356845407094,0.04485352950474717,0.007848570196403832,0.0,0.0 +1018,snp276_m0_.28m1_.11,2,1018,1018,0.8616321033052851,-0.00782888382937102,0.04489365698702094,0.007822100359717778,0.0,0.0 +4049,snp1720_m0_.3m1_.48,5,4049,4049,0.8616406159985488,0.007828268069555777,0.0448929161285069,0.007821614239532745,0.0,0.0 +2942,snp3570_m0_.2m1_.4,3,2942,2942,0.8618312002666794,0.007811312742180722,0.0448581022972477,0.007810731100891686,0.0,0.0 +2991,snp1577_m0_.05m1_.14,3,2991,2991,0.8619281241161171,-0.00780535479099157,0.044855673531864065,0.007805196529677827,0.0,0.0 +4302,snp2617_m0_.15m1_.15,5,4302,4302,0.8621080457409642,0.0077963229148614345,0.044862823753180014,0.007794922911308567,0.0,0.0 +1777,snp2792_m0_.34m1_.28,2,1777,1777,0.8629779106092172,-0.00775414894537946,0.04490626943036946,0.007745258908753321,0.0,0.0 +1488,snp3412_m0_.04m1_.01,2,1488,1488,0.8630190511372472,0.007770450374212915,0.04501432596751431,0.007742910269060959,0.0,0.0 +658,snp767_m0_.19m1_.17,1,658,658,0.8634899859384714,0.007716236438459556,0.0448560129247168,0.00771602694203072,0.0,0.0 +4436,snp4982_m0_.29m1_.41,5,4436,4436,0.8636662176408153,0.007712417203678296,0.044892341144677966,0.007705967460383413,0.0,0.0 +92,snp1130_m0_.11m1_.09,1,92,92,0.8637787359667055,0.007699733598142291,0.044855899462063045,0.007699545003857675,0.0,0.0 +1825,snp2914_m0_.31m1_.35,2,1825,1825,0.8639176431125,-0.007707320872397831,0.04494638582902805,0.007691616511313105,0.0,0.0 +3552,snp4212_m0_.19m1_.13,4,3552,3552,0.8644612689049203,-0.007664658415483319,0.04487863627065062,0.007660589930924511,0.0,0.0 +2523,snp2197_m0_.19m1_.09,3,2523,2523,0.8646061013489517,-0.007652254146213109,0.044854404856909454,0.007652324465191665,0.0,0.0 +470,snp4014_m0_.3m1_.34,1,470,470,0.864608593190169,-0.00766050555021033,0.04490360573836917,0.0076521822601669336,0.0,0.0 +4303,snp3234_m0_.09m1_.06,5,4303,4303,0.8647438029811921,0.007650643756039271,0.04489106734853023,0.0076444661888727655,0.0,0.0 +3057,snp2332_m0_.13m1_.31,4,3057,3057,0.8649151693651382,0.007634440042217502,0.044853371713782,0.007634687078501745,0.0,0.0 +2480,snp3932_m0_.45m1_.4,3,2480,2480,0.8650088232366394,0.007632351870201478,0.04487251584752545,0.007629342825164389,0.0,0.0 +3510,snp3220_m0_.27m1_.63,4,3510,3510,0.8650846052430826,0.007636273370207419,0.044921034201703174,0.007625018488766714,0.0,0.0 +2265,snp3067_m0_.62m1_.75,3,2265,2265,0.8651061840684283,-0.007624310299287416,0.04485790476785411,0.007623787152652518,0.0,0.0 +713,snp1148_m0_.34m1_.25,1,713,713,0.8651227955231621,-0.007624438336783147,0.04486423647855307,0.007622839269729837,0.0,0.0 +1459,snp1535_m0_.43m1_.42,2,1459,1459,0.8652517191525216,-0.007619497012437827,0.044878473502943515,0.007615482744103832,0.0,0.0 +4844,snp3988_m0_.49m1_.3,5,4844,4844,0.8653746081252719,-0.00760857184356334,0.04485542801805552,0.007608470752618471,0.0,0.0 +2039,snp3677_m0_.18m1_.44,3,2039,2039,0.8654990637822747,0.007603592759785677,0.04486795335133046,0.007601369555547398,0.0,0.0 +475,snp393_m0_.46m1_.44,1,475,475,0.865557130058755,-0.007597778798456387,0.04485319636533674,0.007598056471982059,0.0,0.0 +4047,snp494_m0_.22m1_.22,5,4047,4047,0.8659186795922575,-0.007580339429897981,0.04487207400996394,0.007577428493046543,0.0,0.0 +2640,snp451_m0_.17m1_.24,3,2640,2640,0.8663623998781613,-0.007564464814234165,0.044928204407715513,0.007552114494877229,0.0,0.0 +1507,snp4789_m0_.67m1_.49,2,1507,1507,0.8664218974682018,-0.007548738883868404,0.0448549623568816,0.0075487203724160425,0.0,0.0 +3134,snp3327_m0_.18m1_.37,4,3134,3134,0.8665157181463979,0.007543070984929037,0.044853086084734504,0.0075433683292919634,0.0,0.0 +826,snp1900_m0_.15m1_.11,1,826,826,0.8665183756409179,-0.007543511124694998,0.04485660479037368,0.007543216732871767,0.0,0.0 +119,snp1628_m0_.5m1_.66,1,119,119,0.8667613158988432,0.007535767647827424,0.0448930397063546,0.007529358600429703,0.0,0.0 +4527,snp2864_m0_.52m1_.31,5,4527,4527,0.8669264542992465,-0.007526453080831815,0.0448937174717291,0.007519938957312214,0.0,0.0 +1967,snp3058_m0_.45m1_.37,2,1967,1967,0.8669997224044956,-0.00751664283807857,0.044860133657038566,0.007515759784392331,0.0,0.0 +232,snp4629_m0_.04m1_.06,1,232,232,0.8670780805859195,-0.007511262381269308,0.04485469799497175,0.007511290348199007,0.0,0.0 +3986,snp1494_m0_.39m1_.36,4,3986,3986,0.8670869742602437,0.0075114374980873215,0.04485877345602192,0.00751078307070455,0.0,0.0 +2600,snp2318_m0_.19m1_.19,3,2600,2600,0.8671911842538949,0.007506069965298684,0.04486222313865346,0.0075048392111870645,0.0,0.0 +1115,snp3033_m0_.35m1_.3,2,1115,1115,0.8672985365790671,0.007498589604884544,0.04485411163524512,0.00749871625871753,0.0,0.0 +2824,snp698_m0_.27m1_.15,3,2824,2824,0.8676057195308473,-0.007481082601742042,0.04485419207402706,0.007481196525282964,0.0,0.0 +2050,snp4296_m0_.14m1_.19,3,2050,2050,0.8680787322848478,-0.007455480691450354,0.04486246328952636,0.007454221151678812,0.0,0.0 +1697,snp4043_m0_.16m1_.41,2,1697,1697,0.8682008901298469,-0.007458878434866391,0.04492489414146758,0.007447255066841404,0.0,0.0 +141,snp4753_m0_.66m1_.28,1,141,141,0.868897829469812,0.007411180498734374,0.04487709353955463,0.007407515325029139,0.0,0.0 +2749,snp697_m0_.51m1_.22,3,2749,2749,0.8690450001747336,0.007400709097259993,0.04486450962775391,0.007399124337943695,0.0,0.0 +4695,snp612_m0_.17m1_.16,5,4695,4695,0.8694607551487891,0.007378166407216805,0.04487160508984841,0.007375421320940963,0.0,0.0 +2154,snp1417_m0_.23m1_.16,3,2154,2154,0.8699143972032928,-0.007349288583322688,0.044853258613430494,0.007349560625951452,0.0,0.0 +2037,snp4051_m0_.06m1_.05,3,2037,2037,0.8700055364448978,-0.007358567906735028,0.04494166114345814,0.007344365360587393,0.0,0.0 +2397,snp687_m0_.16m1_.25,3,2397,2397,0.8705774583065078,-0.007333727190640428,0.044989655038542686,0.007311765989468809,0.0,0.0 +260,snp4504_m0_.2m1_.14,1,260,260,0.8707524679174372,0.007317228271350189,0.04494976420553802,0.007301791264544907,0.0,0.0 +2239,snp305_m0_.11m1_.14,3,2239,2239,0.8716334720967939,-0.007256672690610876,0.04488642963818337,0.007251583620133219,0.0,0.0 +3874,snp2090_m0_.05m1_.06,4,3874,3874,0.8716480547879037,-0.007250478665683433,0.044853256381868156,0.007250752641833392,0.0,0.0 +3571,snp3959_m0_.05m1_.02,4,3571,3571,0.8718151561491825,0.007243598413979244,0.04486962067047276,0.0072412307350578405,0.0,0.0 +2789,snp3566_m0_.39m1_.34,3,2789,2789,0.8718676038136881,0.007245135572955398,0.04489767323798411,0.007238242186277418,0.0,0.0 +4501,snp4598_m0_.3m1_.32,5,4501,4501,0.8719617783915006,0.007237669104090378,0.0448846813569265,0.007232876053936933,0.0,0.0 +4043,snp2124_m0_.17m1_.49,5,4043,4043,0.8720469275829726,-0.007238502753341367,0.04491998490191151,0.0072280242830909365,0.0,0.0 +2478,snp3312_m0_.21m1_.17,3,2478,2478,0.8722116640222604,-0.0072184482520935254,0.04485378327195704,0.007218637898028308,0.0,0.0 +1855,snp548_m0_.25m1_.33,2,1855,1855,0.8727750464348956,-0.00721273276810141,0.04501845638103083,0.007186539761449524,0.0,0.0 +32,snp3_m0_.55m1_.46,1,32,32,0.8727996582639924,0.007185537301744144,0.044857467675606354,0.007185137611338238,0.0,0.0 +1168,snp3034_m0_.15m1_.4,2,1168,1168,0.8731125950486234,-0.007172552135623443,0.0448877847661573,0.007167310031312226,0.0,0.0 +4538,snp4232_m0_.05m1_.1,5,4538,4538,0.8733047966784773,-0.0071605545314342555,0.0448812653885691,0.00715636112683238,0.0,0.0 +2237,snp2922_m0_.26m1_.12,3,2237,2237,0.8735808173797799,0.007149264171320206,0.04490917244512318,0.007140638151137268,0.0,0.0 +907,snp273_m0_.36m1_.31,1,907,907,0.873623269009386,-0.007143364912064153,0.04488731671956135,0.007138220055238523,0.0,0.0 +4646,snp2373_m0_.62m1_.36,5,4646,4646,0.8737817619622646,0.007139592427913647,0.04492042539632838,0.007129192288442503,0.0,0.0 +1179,snp1280_m0_.17m1_.29,2,1179,1179,0.8737833717009797,-0.007164294053015815,0.04507642124412529,0.007129100599121229,0.0,0.0 +4090,snp1983_m0_.52m1_.3,5,4090,4090,0.874269294201208,-0.007113211852594831,0.044929453960040895,0.007101424228333327,0.0,0.0 +1837,snp296_m0_.05m1_.01,2,1837,1837,0.8748889428140765,0.007071599366600923,0.04488969637730842,0.0070661352109980475,0.0,0.0 +2718,snp2062_m0_.34m1_.25,3,2718,2718,0.8750995289078425,-0.007059046650368572,0.04488619306303062,0.00705414331591941,0.0,0.0 +1510,snp2543_m0_.27m1_.31,2,1510,1510,0.8758546421652539,0.0070198147429041124,0.044910479614174874,0.007011147262745898,0.0,0.0 +2710,snp2578_m0_.41m1_.44,3,2710,2710,0.8758770498896844,0.007011189976496183,0.04486346523294638,0.007009871467965328,0.0,0.0 +4597,snp3614_m0_.49m1_.26,5,4597,4597,0.8759435580920626,0.007006045553471394,0.04485477807920448,0.007006084824116013,0.0,0.0 +953,snp4776_m0_.3m1_.25,1,953,953,0.876338900881563,-0.006987938847195626,0.04488305233457158,0.006983577011645276,0.0,0.0 +3043,snp57_m0_.04m1_.03,4,3043,3043,0.8764200844814394,-0.006978918980738171,0.04485480489114726,0.006978955251662846,0.0,0.0 +3819,snp722_m0_.41m1_.37,4,3819,3819,0.8768114421898612,0.006962395611781086,0.04489192113613422,0.00695667639951742,0.0,0.0 +2016,snp4176_m0_.36m1_.24,3,2016,2016,0.8770540869400181,0.006942609204651102,0.044853401853116114,0.006942864200783041,0.0,0.0 +4691,snp4354_m0_.32m1_.34,5,4691,4691,0.8770964402862518,0.006943503772530888,0.04487476432814641,0.006940453365518119,0.0,0.0 +3053,snp1960_m0_.08m1_.03,4,3053,3053,0.8771068567076282,-0.006947612963095367,0.044905157788928916,0.006939860445512872,0.0,0.0 +385,snp2261_m0_.35m1_.3,1,385,385,0.8780132838619352,0.006888630071848267,0.04485741275931472,0.006888269719667613,0.0,0.0 +4822,snp996_m0_.1m1_.05,5,4822,4822,0.8780784656963777,-0.006885900075491158,0.04486379743782974,0.006884560143707632,0.0,0.0 +4058,snp496_m0_.19m1_.07,5,4058,4058,0.8782733017714021,-0.0068732019773484546,0.044853308208323873,0.006873472069728605,0.0,0.0 +2504,snp4554_m0_.17m1_.28,3,2504,2504,0.8782776971711665,0.006891293265223951,0.0449730054883715,0.0068732219334209565,0.0,0.0 +2033,snp1041_m0_.36m1_.42,3,2033,2033,0.8783469677513293,-0.006869037578810888,0.04485348998977801,0.00686927986562073,0.0,0.0 +1743,snp2791_m0_.23m1_.15,2,1743,1743,0.878648494425682,-0.006853333806439143,0.044863015768317034,0.006852121124122816,0.0,0.0 +4924,snp3749_m0_.45m1_.51,5,4924,4924,0.878852748158063,-0.00684039295487206,0.044854389590817625,0.006840498384997553,0.0,0.0 +3838,snp4726_m0_.4m1_.23,4,3838,3838,0.8789156194231658,-0.006840099448051992,0.04487593565895166,0.006836920886113118,0.0,0.0 +1041,snp3650_m0_.61m1_.29,2,1041,1041,0.878920777059457,-0.006843483247957443,0.04490006324652889,0.006836627408370777,0.0,0.0 +757,snp2014_m0_.17m1_.14,1,757,757,0.8795666468783607,-0.006799642169752203,0.044853533203339575,0.006799878683088619,0.0,0.0 +452,snp4257_m0_.21m1_.42,1,452,452,0.8798366819623467,-0.006798047141942429,0.044944560601330105,0.0067845155656202786,0.0,0.0 +2839,snp4073_m0_.42m1_.46,3,2839,2839,0.880517993126426,0.006758756231190211,0.0449415451778858,0.006745757219320828,0.0,0.0 +4467,snp4983_m0_.41m1_.44,5,4467,4467,0.8810356501035607,0.006727516090227588,0.04492994446584019,0.006716312167236419,0.0,0.0 +1781,snp1293_m0_.27m1_.27,2,1781,1781,0.8811494664252961,0.006721544670753638,0.044933375972825415,0.006709838522823153,0.0,0.0 +3027,snp3572_m0_.36m1_.35,4,3027,3027,0.8812136743982755,-0.006707101033568058,0.04486123827645448,0.006706186563352305,0.0,0.0 +1112,snp2278_m0_.43m1_.37,2,1112,1112,0.8815983723330403,0.006701130565553482,0.04496802299306856,0.0066843070097896105,0.0,0.0 +2530,snp4555_m0_.28m1_.61,3,2530,2530,0.8818107689563273,-0.006672938717630238,0.04485991179502549,0.006672227708947012,0.0,0.0 +1479,snp1792_m0_.22m1_.26,2,1479,1479,0.8819431003668111,-0.0066990078547380875,0.045086020765059444,0.006664702075393704,0.0,0.0 +1675,snp1665_m0_.3m1_.16,2,1675,1675,0.8820281893012127,0.006688724353785219,0.045049519632427454,0.006659863200976697,0.0,0.0 +4794,snp744_m0_.29m1_.25,5,4794,4794,0.8822351909828234,-0.006653314556393824,0.044890378369707745,0.006648091661786993,0.0,0.0 +1320,snp1026_m0_.35m1_.29,2,1320,1320,0.8822653445625395,-0.0066462419197045,0.0448542282850377,0.006646376959938049,0.0,0.0 +2000,snp299_m0_.11m1_.21,3,2000,2000,0.8823814368900702,0.006643467678596876,0.044880084954972824,0.006639775388686642,0.0,0.0 +1717,snp2294_m0_.07m1_.1,2,1717,1717,0.8827337250619371,0.006622575427258739,0.044874336910902785,0.006619743455518926,0.0,0.0 +935,snp3150_m0_.32m1_.14,1,935,935,0.882953420944464,0.006608803930058542,0.044865689036077044,0.0066072516974003065,0.0,0.0 +3580,snp4213_m0_.2m1_.13,4,3580,3580,0.8833403063385536,-0.006588446968059187,0.04487690042390826,0.006585254897702759,0.0,0.0 +633,snp4637_m0_.47m1_.28,1,633,633,0.8835207627754738,0.006576948149862023,0.044868482730296394,0.006574995385862383,0.0,0.0 +3498,snp2344_m0_.53m1_.66,4,3498,3498,0.8836118162103307,0.006580339950553204,0.04492699475346802,0.006569818843882345,0.0,0.0 +819,snp1389_m0_.38m1_.45,1,819,819,0.8836162761557653,-0.006569323080459032,0.04485350867025804,0.006569565290664825,0.0,0.0 +772,snp269_m0_.27m1_.46,1,772,772,0.8838388002396435,0.006568663610719294,0.044935538542792745,0.006556914796651539,0.0,0.0 +147,snp876_m0_.25m1_.47,1,147,147,0.8839532830811672,0.00655491191174917,0.04488601869994637,0.006550406649594634,0.0,0.0 +3076,snp575_m0_.31m1_.28,4,3076,3076,0.8843637731706048,-0.006530471909705175,0.04487853868977543,0.006527072142163825,0.0,0.0 +3248,snp1965_m0_.1m1_.16,4,3248,3248,0.8846549339414478,-0.006511033797809808,0.04485870560405721,0.006510522034277982,0.0,0.0 +3447,snp2709_m0_.29m1_.21,4,3447,3447,0.8846601331974704,0.006511625265450874,0.04486481720616437,0.006510226507143857,0.0,0.0 +23,snp1625_m0_.4m1_.47,1,23,23,0.884824584678539,-0.006517579347072186,0.04497041139787578,0.006500879184920711,0.0,0.0 +2493,snp3191_m0_.28m1_.33,3,2493,2493,0.8848590795275653,-0.0064991782200988805,0.04485697532001477,0.006498918554356369,0.0,0.0 +4336,snp3606_m0_.19m1_.16,5,4336,4336,0.88498884521346,-0.006496700260174053,0.0448908208672872,0.006491542996635329,0.0,0.0 +1030,snp3524_m0_.44m1_.47,2,1030,1030,0.885314643250126,0.006509436143593651,0.04510749522445249,0.006473026219259013,0.0,0.0 +1447,snp1791_m0_.46m1_.45,2,1447,1447,0.8857301219198853,-0.006456177089361923,0.04490223411835646,0.006449414023837291,0.0,0.0 +2880,snp3444_m0_.04m1_.03,3,2880,2880,0.88584770391949,-0.0064431562564623325,0.04485815310238394,0.006442732008662003,0.0,0.0 +3636,snp2604_m0_.31m1_.53,4,3636,3636,0.8858675261261802,-0.006441466095581261,0.04485422864756183,0.006441605555317577,0.0,0.0 +1843,snp1036_m0_.34m1_.36,2,1843,1843,0.8861337064431019,0.006432307023151982,0.04489587881348747,0.006426479492505592,0.0,0.0 +2056,snp1414_m0_.22m1_.09,3,2056,2056,0.8868482645963356,0.006388124753000141,0.04487100192753661,0.006385877336616314,0.0,0.0 +2107,snp2186_m0_.23m1_.28,3,2107,2107,0.8871063496694616,-0.00638351854361807,0.04494184844926505,0.006371213878087949,0.0,0.0 +166,snp4377_m0_.31m1_.21,1,166,166,0.888096601148637,0.006327759214965433,0.04494616564998435,0.006314957656029011,0.0,0.0 +1801,snp295_m0_.07m1_.04,2,1801,1801,0.888110293835528,-0.006314475711935733,0.0448573380274994,0.006314179843549522,0.0,0.0 +4640,snp3244_m0_.17m1_.32,5,4640,4640,0.8883119571602763,-0.006306764969753234,0.044883994062205494,0.006302724585928093,0.0,0.0 +4254,snp3119_m0_.09m1_.15,5,4254,4254,0.8886264187328707,0.006286062997711411,0.04486381057074193,0.006284862767774857,0.0,0.0 +2864,snp3568_m0_.35m1_.31,3,2864,2864,0.8887514195359821,0.0062865674651292934,0.04491815643709611,0.006277762838664016,0.0,0.0 +288,snp256_m0_.25m1_.16,1,288,288,0.8890563924788887,0.006264765550668531,0.04488623394333611,0.0062604413167195875,0.0,0.0 +2339,snp1558_m0_.49m1_.3,3,2339,2339,0.8896521056897038,-0.006226442066184197,0.04485405594836351,0.006226609324231707,0.0,0.0 +2558,snp4189_m0_.32m1_.13,3,2558,2558,0.8898898009757754,0.006212866172671278,0.04485349694174908,0.006213111020375944,0.0,0.0 +3409,snp3335_m0_.17m1_.19,4,3409,3409,0.8899535106054225,-0.006218279100522783,0.044918732289434236,0.006209493156064965,0.0,0.0 +1258,snp157_m0_.04m1_.06,2,1258,1258,0.8900460064038966,0.006211448940891144,0.044907381116229945,0.00620424068970701,0.0,0.0 +1449,snp908_m0_.23m1_.23,2,1449,1449,0.8901392793761286,0.006246050278020762,0.04519612608718795,0.006198944176548223,0.0,0.0 +4838,snp4997_m0_.18m1_.22,5,4838,4838,0.8901794058033045,0.006198797291276538,0.04487069952583122,0.006196665620671025,0.0,0.0 +886,snp2152_m0_.17m1_.12,1,886,886,0.8906118575111441,-0.00617253612840542,0.04485837204282686,0.006172110110918915,0.0,0.0 +3970,snp1488_m0_.08m1_.03,4,3970,3970,0.890807132914905,0.006167837547138787,0.04490489545173351,0.006161022570452014,0.0,0.0 +3783,snp721_m0_.36m1_.51,4,3783,3783,0.8910562292908412,0.006147612922983959,0.04486063366909665,0.006146879673534696,0.0,0.0 +4469,snp1996_m0_.34m1_.18,5,4469,4469,0.8911331100083182,-0.006143350044302694,0.04486138381462968,0.006142514754844281,0.0,0.0 +2160,snp4425_m0_.39m1_.38,3,2160,2160,0.8911811786669096,-0.006141576145562832,0.044868365512665494,0.006139785676200543,0.0,0.0 +4480,snp238_m0_.05m1_.2,5,4480,4480,0.8912381832957808,0.0061474609277949645,0.04493504474317341,0.006136549290803931,0.0,0.0 +3548,snp1843_m0_.21m1_.39,4,3548,3548,0.8912639046396277,-0.006134914448907509,0.04485401005897082,0.006135088995576374,0.0,0.0 +2636,snp2815_m0_.25m1_.2,3,2636,2636,0.8913824532771455,0.006128341946094811,0.044855165899375105,0.006128358637371328,0.0,0.0 +3967,snp4484_m0_.34m1_.59,4,3967,3967,0.8914701909396417,-0.0061303753789887444,0.04490654995034806,0.006123377598217743,0.0,0.0 +1666,snp2664_m0_.23m1_.28,2,1666,1666,0.8915998328813575,-0.006124511364078104,0.04491758450613832,0.006116017708596412,0.0,0.0 +4622,snp1248_m0_.15m1_.11,5,4622,4622,0.8919315225782531,0.006099781231096511,0.04487437331309931,0.006097188132235177,0.0,0.0 +1651,snp3416_m0_.42m1_.37,2,1651,1651,0.8919760911740556,-0.006098564473946719,0.04488404722097818,0.006094658114843743,0.0,0.0 +2365,snp4060_m0_.25m1_.12,3,2365,2365,0.892202593433993,0.006081835635908421,0.044855559216481426,0.006081800600402821,0.0,0.0 +3210,snp1964_m0_.02m1_.31,4,3210,3210,0.892336282416424,0.006074534224739441,0.04485768302143885,0.006074211911875319,0.0,0.0 +2226,snp1811_m0_.04m1_.01,3,2226,2226,0.892340128799448,0.0061260548451750095,0.04523976562687886,0.006073993579305344,0.0,0.0 +973,snp4644_m0_.21m1_.39,1,973,973,0.892607811890003,-0.0060591913322529415,0.04485820859454069,0.0060587994123420304,0.0,0.0 +4603,snp3866_m0_.21m1_.09,5,4603,4603,0.8927888005425106,-0.006052988593780959,0.04488839983922512,0.006048526567891878,0.0,0.0 +3408,snp3955_m0_.02m1_.07,4,3408,3408,0.8931237437061974,-0.006033866377025999,0.04488767754955643,0.006029516159172308,0.0,0.0 +2308,snp1189_m0_.13m1_.21,3,2308,2308,0.8935738822070433,0.0060038749128935595,0.04485461680461916,0.00600396929329331,0.0,0.0 +2342,snp931_m0_.37m1_.43,3,2342,2342,0.8939125336614145,0.005986125159555999,0.04486562655190465,0.005984750969223495,0.0,0.0 +4610,snp610_m0_.49m1_.4,5,4610,4610,0.893970678989149,-0.005982069877105324,0.04485996629392342,0.0059814513570963295,0.0,0.0 +4857,snp1873_m0_.14m1_.21,5,4857,4857,0.8942811149985942,-0.0059708935393380696,0.04490841867061932,0.005963835380544052,0.0,0.0 +4369,snp981_m0_.13m1_.25,5,4369,4369,0.8943244072009372,0.005976876707876502,0.04497194461166756,0.005961378797593412,0.0,0.0 +2127,snp4424_m0_.4m1_.35,3,2127,2127,0.8943413133347012,-0.005984236557264369,0.04503456982724749,0.005960419476790827,0.0,0.0 +532,snp3888_m0_.45m1_.48,1,532,532,0.894479703190512,-0.0059598396126657426,0.04491013975877425,0.005952566791797843,0.0,0.0 +4668,snp3365_m0_.1m1_.04,5,4668,4668,0.894815199423533,-0.005933300544271862,0.04485360306223423,0.005933530411424213,0.0,0.0 +2278,snp558_m0_.13m1_.14,3,2278,2278,0.8949864904221925,-0.005930612614177473,0.04490684087602469,0.00592381160532417,0.0,0.0 +162,snp1379_m0_.07m1_.08,1,162,162,0.8955351529607561,0.005893228503465624,0.04485950293643309,0.005892683140303129,0.0,0.0 +4985,snp110_m0_.59m1_.62,5,4985,4985,0.895549385671829,-0.005891746819551733,0.04485437077692831,0.005891875682632722,0.0,0.0 +4655,snp4353_m0_.01m1_.04,5,4655,4655,0.896238517671939,0.005871183050995134,0.044996388550720266,0.005852781752273683,0.0,0.0 +1122,snp4902_m0_.47m1_.48,2,1122,1122,0.8964178243937556,-0.005850716377862409,0.04491759553661259,0.005842610546437733,0.0,0.0 +2285,snp3431_m0_.48m1_.37,3,2285,2285,0.8965148577698119,-0.005850752712114877,0.044960231326677993,0.0058371064356411515,0.0,0.0 +1164,snp3279_m0_.4m1_.42,2,1164,1164,0.8966268305938002,0.0058380950760885736,0.04491183422747758,0.005830755009971989,0.0,0.0 +1989,snp4672_m0_.05m1_.12,2,1989,1989,0.896879075653412,0.005846607514995841,0.045087961196698195,0.005816447359767555,0.0,0.0 +4523,snp2249_m0_.21m1_.37,5,4523,4523,0.8969190383343039,0.005820058394513891,0.044900717734604155,0.005814180681442682,0.0,0.0 +88,snp4876_m0_.43m1_.71,1,88,88,0.897261323600725,-0.005797685473317425,0.04487796892210899,0.005794766908566288,0.0,0.0 +3765,snp2476_m0_.01m1_.03,4,3765,3765,0.8972816867855918,-0.005808280912151555,0.04496894756202573,0.005793611981333761,0.0,0.0 +572,snp764_m0_.16m1_.15,1,572,572,0.8973640739086238,-0.005790922679093297,0.044870746799934386,0.005788939316587803,0.0,0.0 +3562,snp1338_m0_.32m1_.07,4,3562,3562,0.8974932414204533,0.0057848278954493555,0.044880318228272716,0.0057816135831198654,0.0,0.0 +2883,snp2208_m0_.41m1_.45,3,2883,2883,0.8975703826735972,0.005777727789206573,0.04485918003361817,0.005777238591382078,0.0,0.0 +1864,snp3544_m0_.01m1_.02,2,1864,1864,0.8977051506755627,0.005769376801583792,0.044853683659316586,0.005769595485512431,0.0,0.0 +2570,snp314_m0_.22m1_.06,3,2570,2570,0.8979914510996632,0.005754233120368549,0.04486220246608961,0.005753359065621258,0.0,0.0 +4907,snp4872_m0_.26m1_.17,5,4907,4907,0.8981868638163549,-0.005742292270514108,0.04485550685153877,0.005742277421319676,0.0,0.0 +4797,snp4358_m0_.47m1_.27,5,4797,4797,0.8982874244103459,-0.005767889367308265,0.04510024642231285,0.005736574874611387,0.0,0.0 +1421,snp3410_m0_.61m1_.64,2,1421,1421,0.8993433059028364,-0.005681712814041345,0.044894985931074195,0.005676703960379583,0.0,0.0 +2299,snp684_m0_.3m1_.71,3,2299,2299,0.8994809480752868,-0.005668706396730402,0.044853877140340635,0.005668900076283783,0.0,0.0 +393,snp509_m0_.46m1_.26,1,393,393,0.8998518125513902,-0.005653660064265327,0.044901367410876386,0.00564787406111554,0.0,0.0 +3073,snp1580_m0_.22m1_.09,4,3073,3073,0.9000233703608878,0.0056400362211101425,0.04487043894420348,0.005638148077180923,0.0,0.0 +3610,snp4581_m0_.67m1_.67,4,3610,3610,0.9001086434131891,-0.005633415687254818,0.0448562294504921,0.005633313861327871,0.0,0.0 +2743,snp1570_m0_.33m1_.32,3,2743,2743,0.9001617228402645,-0.005638270205273124,0.04491887833616384,0.005630304767670574,0.0,0.0 +3996,snp4488_m0_.59m1_.32,4,3996,3996,0.9001720434151331,0.005632914468453443,0.04488087429523174,0.005629719693146052,0.0,0.0 +4094,snp499_m0_.13m1_.06,5,4094,4094,0.9002829826270198,0.005627184250650806,0.04488536225564332,0.0056234305971780175,0.0,0.0 +1660,snp3668_m0_.15m1_.17,2,1660,1660,0.9003217706476524,-0.005623600224481755,0.044874321312510936,0.005621231747048286,0.0,0.0 +4347,snp4343_m0_.3m1_.28,5,4347,4347,0.9003805217722809,-0.005621466504264221,0.04488388898069761,0.005617901236162083,0.0,0.0 +446,snp1009_m0_.33m1_.3,1,446,446,0.9003902168668365,0.005618740127332849,0.044866509979846286,0.005617351639129142,0.0,0.0 +3984,snp2118_m0_.01m1_.04,4,3984,3984,0.9016118077456727,-0.005548307254172072,0.04485704613258642,0.005548108597101627,0.0,0.0 +500,snp4382_m0_.25m1_.47,1,500,500,0.9021719889406713,0.00551662973886809,0.04485763766771128,0.0055163604400452464,0.0,0.0 +4848,snp4243_m0_.57m1_.33,5,4848,4848,0.9024117721886779,0.005503137548393244,0.04485843414705421,0.005502771614573204,0.0,0.0 +4525,snp1611_m0_.22m1_.38,5,4525,4525,0.9026627785131935,-0.005500553283619921,0.04495357431763327,0.005488547301725425,0.0,0.0 +2222,snp4056_m0_.33m1_.25,3,2222,2222,0.9026698029274216,-0.005489615856346809,0.044867441722953476,0.005488149242117576,0.0,0.0 +1953,snp4174_m0_.22m1_.55,2,1953,1953,0.9027573029515179,-0.005487163945683192,0.0448879583522783,0.005483190825540229,0.0,0.0 +4325,snp3726_m0_.23m1_.21,5,4325,4325,0.9029627437895831,0.00547133389659975,0.04485369350978796,0.005471549247979591,0.0,0.0 +4186,snp2240_m0_.34m1_.31,5,4186,4186,0.9031099686084726,-0.005469098835878262,0.04490383747120239,0.005463206784167395,0.0,0.0 +1068,snp898_m0_.55m1_.46,2,1068,1068,0.9033286318725796,-0.0054543945411505744,0.04488490717183906,0.005450816622952134,0.0,0.0 +4930,snp1374_m0_.12m1_.2,5,4930,4930,0.9038193710784186,-0.005434661651476973,0.04495183483235242,0.00542301127355326,0.0,0.0 +2250,snp4057_m0_.03m1_,3,2250,2250,0.9038861382741935,-0.005425902657034644,0.04491071522644042,0.005419228395882202,0.0,0.0 +3244,snp1330_m0_.28m1_.31,4,3244,3244,0.904307923621693,0.005402730172758114,0.04491698511366906,0.005395331882205626,0.0,0.0 +3914,snp2096_m0_.4m1_.29,4,3914,3914,0.9046098683157,0.005378015856589813,0.04485372941172648,0.005378225953027475,0.0,0.0 +4642,snp3364_m0_.4m1_.22,5,4642,4642,0.9049716840215722,-0.005358926364824497,0.04486550933922181,0.005357729205647623,0.0,0.0 +67,snp4875_m0_.29m1_.21,1,67,67,0.9050255507707076,0.005356886606265353,0.044873990510465075,0.005354677766436624,0.0,0.0 +4228,snp3118_m0_.27m1_.18,5,4228,4228,0.9051755793335888,-0.005396078447961227,0.04527415474443647,0.0053461790906728516,0.0,0.0 +3604,snp4330_m0_.19m1_.17,4,3604,3604,0.9055312366969578,0.005326584932711941,0.044860143264524706,0.005326032912674432,0.0,0.0 +3168,snp953_m0_.47m1_.11,4,3168,3168,0.9059147301409904,0.005306530415519218,0.04487426632030274,0.0053043111612772545,0.0,0.0 +2556,snp566_m0_.24m1_.12,3,2556,2556,0.9066979330781305,-0.005273456952780528,0.04497066810981782,0.005259952995525186,0.0,0.0 +1161,snp2407_m0_.43m1_.1,2,1161,1161,0.9067981257990836,-0.005256315417374357,0.04487289802610071,0.005254278763553693,0.0,0.0 +4492,snp3731_m0_.33m1_.23,5,4492,4492,0.907336066553645,-0.005225121877705531,0.04486674104884346,0.0052238148998111165,0.0,0.0 +753,snp519_m0_.32m1_.18,1,753,753,0.9075386485541728,-0.005218420379926428,0.04490781905956942,0.00521234319889403,0.0,0.0 +1042,snp4268_m0_.33m1_.58,2,1042,1042,0.9077558358672636,-0.00520269820596999,0.044878412063152885,0.005200044813560929,0.0,0.0 +4169,snp4973_m0_.02m1_.18,5,4169,4169,0.9078566574218966,-0.005195952367401445,0.044869484613808276,0.005194335854042487,0.0,0.0 +4306,snp4978_m0_.16m1_.19,5,4306,4306,0.9080566558726844,-0.0051837894212529,0.044862261930015794,0.005183011310700055,0.0,0.0 +1221,snp902_m0_.37m1_.26,2,1221,1221,0.9087391892585497,-0.005146525222869974,0.04487435872964667,0.005144366589719464,0.0,0.0 +3456,snp2079_m0_.22m1_.18,4,3456,3456,0.9088101616802134,0.005144351183691895,0.04489046688209184,0.0051403483831808676,0.0,0.0 +4781,snp3872_m0_.26m1_.29,5,4781,4781,0.9089268911497891,-0.005137478916303627,0.04488821064128501,0.005133739664370327,0.0,0.0 +1489,snp4658_m0_.31m1_.24,2,1489,1489,0.9091050405756237,0.005129073955298766,0.04490299268054249,0.005123653826615832,0.0,0.0 +4821,snp3874_m0_.18m1_.09,5,4821,4821,0.9094968556604424,0.005101589272982203,0.04485657499300832,0.005101472324843702,0.0,0.0 +2630,snp568_m0_.04m1_.02,3,2630,2630,0.9096316918342369,0.0050951055295557325,0.044866699162127203,0.0050938392442290235,0.0,0.0 +2995,snp3697_m0_.13m1_.2,3,2995,2995,0.9097534261748101,0.005090569257138944,0.044887481579315866,0.005086947985054759,0.0,0.0 +1792,snp2176_m0_.15m1_.22,2,1792,1792,0.9101643187912931,0.005078252460574433,0.04498456560914397,0.00506368864733542,0.0,0.0 +4665,snp4122_m0_.19m1_.24,5,4665,4665,0.9104812317629104,-0.005050661481035355,0.04489922018802834,0.005045750128071141,0.0,0.0 +2054,snp678_m0_.26m1_.63,3,2054,2054,0.9109754323279006,-0.0050239544578354845,0.04491077875369368,0.0050177780372863585,0.0,0.0 +2605,snp4190_m0_.38m1_.12,3,2605,2605,0.9122935983669831,-0.004946800353601616,0.04488844874940466,0.004943178410081473,0.0,0.0 +2125,snp4298_m0_.6m1_.35,3,2125,2125,0.9124028232442543,0.004942607287398323,0.04490655105814807,0.004936997605898741,0.0,0.0 +2307,snp1420_m0_.64m1_.49,3,2307,2307,0.9129949308900926,-0.004903700078593698,0.044857484400095314,0.004903493111649426,0.0,0.0 +4719,snp2871_m0_.17m1_.3,5,4719,4719,0.9131924870204247,-0.004892184719282946,0.04485439930626201,0.004892314977379938,0.0,0.0 +859,snp4146_m0_.08m1_.03,1,859,859,0.9132272477337696,0.0049006668867978284,0.04495024002457186,0.00489034817569027,0.0,0.0 +4871,snp1874_m0_.09m1_.12,5,4871,4871,0.9134192995431587,-0.0048857917936417855,0.044913601991510635,0.004879481829048169,0.0,0.0 +566,snp4766_m0_.36m1_.38,1,566,566,0.9137153929124691,-0.004881373244355395,0.04502757828145091,0.0048627293395746745,0.0,0.0 +160,snp131_m0_.46m1_.39,1,160,160,0.9137895425813953,-0.004866704435679494,0.044931031529363896,0.004858534175710366,0.0,0.0 +2646,snp1950_m0_.13m1_.1,3,2646,2646,0.9140756229394196,0.004843485418780573,0.04486613125852675,0.004842349011164423,0.0,0.0 +4125,snp3348_m0_.13m1_.23,5,4125,4125,0.9144253942851857,-0.0048242628399159035,0.04487143473689828,0.004822561344454334,0.0,0.0 +4581,snp736_m0_.23m1_.18,5,4581,4581,0.9147322746509573,-0.004820715859173896,0.04500044141255402,0.004805200925495752,0.0,0.0 +4823,snp2991_m0_.01m1_.15,5,4823,4823,0.9149769042462454,-0.004792405100231368,0.044865375287346784,0.004791362586113851,0.0,0.0 +889,snp2770_m0_.14m1_.19,1,889,889,0.9150338052937566,-0.004789207667471318,0.044865582185708686,0.004788143842021961,0.0,0.0 +822,snp1775_m0_.15m1_.15,1,822,822,0.9151570341628533,0.004797939801090315,0.045012917316567966,0.004781173189908488,0.0,0.0 +3891,snp2092_m0_.07m1_.19,4,3891,3891,0.9152503499445219,-0.004781727971164126,0.04491040542991542,0.004775894699349321,0.0,0.0 +2976,snp573_m0_.34m1_.49,3,2976,2976,0.9155146992304711,0.004763284194244082,0.04487769012730931,0.004760941903191618,0.0,0.0 +3448,snp1971_m0_.08m1_.21,4,3448,3448,0.9157115666377085,0.004751678250127698,0.04487330031220318,0.0047498065309805396,0.0,0.0 +78,snp3502_m0_.61m1_.59,1,78,78,0.9158312981786884,0.0047450725138595716,0.04487490135031227,0.004743034322120734,0.0,0.0 +3782,snp3109_m0_.42m1_.29,4,3782,3782,0.9161101101447061,-0.004727240734139264,0.044855401933649834,0.0047272646851896985,0.0,0.0 +2705,snp1426_m0_.26m1_.15,3,2705,2705,0.9163415780037591,0.004720632249680261,0.04491708945495222,0.004714173278552999,0.0,0.0 +4218,snp4590_m0_.33m1_.13,5,4218,4218,0.9165212746323746,0.0047134787869105585,0.04494592258410564,0.004704010235606297,0.0,0.0 +787,snp2521_m0_.36m1_.33,1,787,787,0.9166081422006319,0.004700450969153509,0.04486855594002579,0.004699097381464892,0.0,0.0 +3050,snp1698_m0_.18m1_.17,4,3050,3050,0.916796925595867,0.00469771956578243,0.04494460167791357,0.004688420802234689,0.0,0.0 +3055,snp4447_m0_.25m1_.25,4,3055,3055,0.916840144416111,-0.004699518795587117,0.04498526792352194,0.004685976614122583,0.0,0.0 +2466,snp4432_m0_.49m1_.54,3,2466,2466,0.9168639314736924,-0.004686590975559076,0.044874401526423816,0.004684631371778562,0.0,0.0 +4827,snp3987_m0_.31m1_.23,5,4827,4827,0.9169289358539938,0.004684743048540691,0.044891936674254944,0.004680955165224675,0.0,0.0 +1299,snp2653_m0_.12m1_.17,2,1299,1299,0.9170209952027822,-0.004676518376577048,0.04486302120414405,0.0046757489668570375,0.0,0.0 +1669,snp425_m0_.27m1_.5,2,1669,1669,0.917403936951433,-0.0046623203597973345,0.04493493633295849,0.004654093275949437,0.0,0.0 +1000,snp2527_m0_.32m1_.51,2,1000,1000,0.9177144844699873,0.004645390258619937,0.044941343304732984,0.004636532335642761,0.0,0.0 +3406,snp3710_m0_.16m1_.37,4,3406,3406,0.9178037450095906,0.004636385066377183,0.04490310679369559,0.004631484933188147,0.0,0.0 +4910,snp3748_m0_.28m1_.36,5,4910,4910,0.9184554130679153,-0.004595823471228746,0.04486724074513109,0.004594636922171736,0.0,0.0 +4684,snp3245_m0_.21m1_.35,5,4684,4684,0.9192347426939729,-0.004555569628025856,0.04490490415550108,0.0045505744496678385,0.0,0.0 +1596,snp3166_m0_.26m1_.05,2,1596,1596,0.9192919371276143,-0.004549619331941144,0.04487814133069817,0.004547340909671549,0.0,0.0 +2829,snp1320_m0_.44m1_.45,3,2829,2829,0.9195405030058215,-0.004533109499359186,0.044853900481116364,0.004533288281944331,0.0,0.0 +4989,snp114_m0_.29m1_.27,5,4989,4989,0.9198492052868471,0.004518661582989137,0.0448837347931696,0.004515836470115388,0.0,0.0 +971,snp2020_m0_.01m1_.02,1,971,971,0.9200030580671836,0.00450697974882834,0.04485408997591466,0.0045071389922706545,0.0,0.0 +462,snp4763_m0_.47m1_.29,1,462,462,0.9208118505787345,-0.004461348539131631,0.04485496779769098,0.004461419772315897,0.0,0.0 +3184,snp2942_m0_.16m1_.12,4,3184,3184,0.9216372870761355,-0.004415709213024778,0.04486529228272974,0.004414764464145335,0.0,0.0 +4363,snp859_m0_.29m1_.21,5,4363,4363,0.9216760409952415,-0.004412689171917103,0.04485686312568183,0.004412574133074274,0.0,0.0 +3001,snp325_m0_.45m1_.22,4,3001,3001,0.9216992694434902,0.00443217274613158,0.04506833107795347,0.004411261290421289,0.0,0.0 +2491,snp1563_m0_.17m1_.25,3,2491,2491,0.9224234316439917,-0.00437654848582012,0.0449194810217188,0.0043703344367212685,0.0,0.0 +4146,snp853_m0_.38m1_.45,5,4146,4146,0.922948749077583,0.00434493128113643,0.04489997286900776,0.004340647791605624,0.0,0.0 +3390,snp4577_m0_.44m1_.35,4,3390,3390,0.9233034997549221,-0.004327034391881063,0.04492249938586389,0.00432060125650239,0.0,0.0 +1724,snp4534_m0_.04m1_.04,2,1724,1724,0.923500038446814,-0.004317130490832756,0.04493518366366292,0.004309495461086155,0.0,0.0 +165,snp2381_m0_.03m1_.02,1,165,165,0.9235449190144285,-0.004308799546020985,0.044874878570161265,0.004306959435542603,0.0,0.0 +564,snp514_m0_.28m1_.3,1,564,564,0.9240866986792394,0.004276572368397943,0.04485808774258988,0.0042763466625246015,0.0,0.0 +4012,snp4104_m0_.14m1_.15,5,4012,4012,0.9243686852912738,-0.0042770234509440196,0.04503059522171787,0.00426041404827885,0.0,0.0 +2545,snp1313_m0_.72m1_.63,3,2545,2545,0.9246901875718907,0.004243603831920157,0.044870047953443924,0.004242249399831481,0.0,0.0 +3172,snp1211_m0_.28m1_.14,4,3172,3172,0.9246917618818127,-0.004251221429168089,0.04495153566084928,0.004242160454147406,0.0,0.0 +681,snp2012_m0_.13m1_.12,1,681,681,0.9249053328140285,0.004236780527030998,0.04492663021922426,0.00423009423496915,0.0,0.0 +1856,snp1545_m0_.19m1_.22,2,1856,1856,0.9251725330837504,-0.004214979937814266,0.04485553415964817,0.004214998522636596,0.0,0.0 +4507,snp1731_m0_.11m1_.09,5,4507,4507,0.9252035079835871,0.004213959588498516,0.04486330170933827,0.0042132485994491944,0.0,0.0 +754,snp3642_m0_.12m1_.07,1,754,754,0.925430087045609,0.004215573988946362,0.04501725952204597,0.004200448236922606,0.0,0.0 +718,snp4771_m0_.03m1_,1,718,718,0.9254768392195838,0.004210077976195395,0.04498685624430838,0.004197807061013272,0.0,0.0 +69,snp2500_m0_.52m1_.68,1,69,69,0.9256451248728358,-0.0042027519528319785,0.045010511933659195,0.004188300200274126,0.0,0.0 +4702,snp2870_m0_.48m1_.25,5,4702,4702,0.9259662861908201,0.004172494217171348,0.04488087446406271,0.004170157545729739,0.0,0.0 +3901,snp4471_m0_.33m1_.39,4,3901,3901,0.9260542154008494,0.004166964306036592,0.044874844035971695,0.0041651904743481415,0.0,0.0 +676,snp1147_m0_.11m1_.08,1,676,676,0.926130966864461,-0.004160976830463926,0.044857056903135885,0.004160854869124203,0.0,0.0 +3104,snp830_m0_.4m1_.24,4,3104,3104,0.9263082039323371,-0.004150768334058004,0.044854936118805123,0.004150843091194982,0.0,0.0 +1640,snp2037_m0_.67m1_.43,2,1640,1640,0.9264046563137247,-0.0041467979307748416,0.04487092806027555,0.004145394769986,0.0,0.0 +2119,snp2678_m0_.15m1_.17,3,2119,2119,0.92666421456722,0.004130572950697166,0.04485400578575306,0.00413073336331999,0.0,0.0 +3879,snp1225_m0_.13m1_.47,4,3879,3879,0.9267747660675206,-0.0041245629930732625,0.04485655482482025,0.004124488885203876,0.0,0.0 +3962,snp2736_m0_.16m1_.06,4,3962,3962,0.9272777615372302,0.004097651875612131,0.0448729862250971,0.004096078295726092,0.0,0.0 +2653,snp2060_m0_.04m1_.07,3,2653,2653,0.9273338284355261,-0.004105595046456153,0.044994757532967875,0.00409291158224747,0.0,0.0 +4240,snp230_m0_.12m1_.36,5,4240,4240,0.927409540598663,-0.004091359169755644,0.04488563841684212,0.004088635317162814,0.0,0.0 +3694,snp3466_m0_.32m1_.31,4,3694,3694,0.9275740954736715,0.004081726379209803,0.044881983175214954,0.004079341293856626,0.0,0.0 +1679,snp1797_m0_.11m1_.23,2,1679,1679,0.9275847557644196,0.0040786083554539875,0.04485431822814312,0.004078739208991202,0.0,0.0 +4912,snp1113_m0_.3m1_.24,5,4912,4912,0.9276934126383394,0.004074081972829074,0.04487205451129431,0.004072602395643651,0.0,0.0 +3599,snp717_m0_.38m1_.11,4,3599,3599,0.9286097959530183,-0.004021810980899399,0.044866497845065176,0.004020849144940484,0.0,0.0 +1218,snp1911_m0_.1m1_.1,2,1218,1218,0.9287251470024309,-0.004027154895182317,0.04499901705775745,0.004014335010269822,0.0,0.0 +3462,snp1842_m0_.28m1_.25,4,3462,3462,0.9288474730287505,-0.00401104332903254,0.04489624752543779,0.0040074270749860955,0.0,0.0 +3220,snp2461_m0_.1m1_.11,4,3220,3220,0.9291315528576204,0.004003260543831279,0.044989231944972334,0.003991385023305822,0.0,0.0 +2338,snp307_m0_.55m1_.49,3,2338,2338,0.9296932757081091,0.003965567594489936,0.04492263413637353,0.003959665902563359,0.0,0.0 +4964,snp4371_m0_.25m1_.26,5,4964,4964,0.9302364572324863,0.003944513419648038,0.045032944501243025,0.0039289956408346954,0.0,0.0 +4776,snp372_m0_.55m1_.29,5,4776,4776,0.9310022050200149,0.0038889644615741573,0.04489276582452435,0.003885761476936733,0.0,0.0 +312,snp3882_m0_.39m1_.47,1,312,312,0.9315666500446861,0.0038652403279384392,0.04498784435162336,0.0038538951824819943,0.0,0.0 +1033,snp3153_m0_.14m1_.11,2,1033,1033,0.931991034993976,-0.0038385481868651646,0.044956650079902655,0.0038299373928049603,0.0,0.0 +2613,snp4685_m0_.28m1_.31,3,2613,2613,0.9321036150036729,-0.0038326474268570287,0.044962151081683874,0.0038235821001071243,0.0,0.0 +1667,snp3168_m0_.42m1_.19,2,1667,1667,0.932376628888149,0.0038083971146650386,0.04485847537935383,0.0038081704169747534,0.0,0.0 +3288,snp2945_m0_.1m1_.07,4,3288,3288,0.9325105167784801,-0.0038037520695576236,0.044892859437328674,0.0038006125850842056,0.0,0.0 +2854,snp1693_m0_.29m1_.21,3,2854,2854,0.9325475860261248,0.003802939712773281,0.0449079971243728,0.0037985200836965494,0.0,0.0 +4067,snp971_m0_.48m1_.21,5,4067,4067,0.9326179925798135,0.003797044793343839,0.04488534878940917,0.003794545765870293,0.0,0.0 +2843,snp1955_m0_.17m1_.21,3,2843,2843,0.9326300455116519,-0.0037939007856145055,0.04485622591577087,0.0037938654034769493,0.0,0.0 +3191,snp3097_m0_.35m1_.26,4,3191,3191,0.9329107219344971,0.003778052481804319,0.044856171456413914,0.003778022060932406,0.0,0.0 +248,snp4756_m0_.5m1_.25,1,248,248,0.9330967816322502,0.003772680234710687,0.04491725171400101,0.0037675198077059295,0.0,0.0 +3907,snp4473_m0_.15m1_.09,4,3907,3907,0.9332271567034995,0.0037648466310373848,0.04491171128241653,0.003760160829806673,0.0,0.0 +1428,snp2031_m0_.2m1_.47,2,1428,1428,0.9333165603116009,-0.003758004464860694,0.044890335153417185,0.003755114530901694,0.0,0.0 +2060,snp3550_m0_.31m1_.27,3,2060,2060,0.9335320470191115,-0.0037443493185652646,0.04487256428222759,0.0037429517896408917,0.0,0.0 +1892,snp432_m0_.19m1_.35,2,1892,1892,0.9335415677851809,-0.0037558616599896746,0.045016992226632316,0.0037424144142612138,0.0,0.0 +2368,snp3809_m0_.49m1_.26,3,2368,2368,0.9337968733137415,0.003733921393481006,0.04492701097531793,0.003728004543613542,0.0,0.0 +4741,snp3489_m0_.36m1_.43,5,4741,4741,0.9338733313855139,0.0037262737271742162,0.04488695284773926,0.0037236891969050613,0.0,0.0 +2997,snp4200_m0_.31m1_.48,3,2997,2997,0.9339202962777627,-0.003723146133549851,0.04488122685281591,0.0037210384827896007,0.0,0.0 +748,snp2893_m0_.2m1_.23,1,748,748,0.9339421101648737,0.0037231492327341447,0.04489611918070649,0.00371980730413189,0.0,0.0 +1476,snp4912_m0_.37m1_.05,2,1476,1476,0.934001701480834,0.003717041123402133,0.04486302791932728,0.0037164439767039194,0.0,0.0 +733,snp1642_m0_.35m1_.13,1,733,733,0.9343047066060407,0.003699993688990515,0.04486371667569332,0.003699342721672461,0.0,0.0 +3776,snp3849_m0_.11m1_.05,4,3776,3776,0.9345658635017073,0.0036871975973186135,0.044887402886287786,0.0036846037615795323,0.0,0.0 +1854,snp1928_m0_.23m1_.42,2,1854,1854,0.9346855403463433,0.0036791381479260644,0.0448715415752834,0.003677849669814844,0.0,0.0 +4633,snp1735_m0_.33m1_.34,5,4633,4633,0.9349765326290471,-0.003663565941360117,0.04488202694123855,0.003661427552750436,0.0,0.0 +131,snp4251_m0_.33m1_.27,1,131,131,0.9350487791444302,-0.0036597848263492587,0.04488568753530998,0.003657350404513778,0.0,0.0 +499,snp3262_m0_.27m1_.05,1,499,499,0.9355617485932984,0.00362852100885193,0.044857301017758845,0.0036284024326026522,0.0,0.0 +3488,snp3460_m0_.66m1_.66,4,3488,3488,0.9356264755955384,0.0036281592982671355,0.04489802715933599,0.0036247498555050197,0.0,0.0 +284,snp2258_m0_.51m1_.55,1,284,284,0.9356592210585387,-0.00362342939693311,0.04486236555452194,0.003622902021782119,0.0,0.0 +4815,snp1367_m0_.29m1_.2,5,4815,4815,0.9357400676998141,0.0036231604604875537,0.044915596858536806,0.003618339854119822,0.0,0.0 +29,snp3500_m0_.13m1_.26,1,29,29,0.9358187338180125,0.0036179118991799555,0.044905623744464475,0.003613900768957396,0.0,0.0 +4403,snp78_m0_.12m1_.19,5,4403,4403,0.936702890491025,0.0035645505085960837,0.04486263923386782,0.0035640107152975875,0.0,0.0 +1096,snp3277_m0_.36m1_.27,2,1096,1096,0.9367964019363588,0.003561127597990533,0.04488601089818153,0.0035587344297687297,0.0,0.0 +1448,snp789_m0_.06m1_.02,2,1448,1448,0.9369599230455831,-0.0035497783353836167,0.044859263606877774,0.0035495080399754277,0.0,0.0 +2852,snp52_m0_.08m1_.02,3,2852,2852,0.9370818700683993,-0.0035451081446180896,0.04488725831717582,0.003542627491970506,0.0,0.0 +1201,snp4272_m0_.31m1_.1,2,1201,1201,0.9374155244386698,-0.0035242061024539787,0.04486099176489565,0.003523802323658052,0.0,0.0 +1129,snp4153_m0_.39m1_.56,2,1129,1129,0.9375553447023135,-0.0035158496482241485,0.04485503616899799,0.003515913685460614,0.0,0.0 +1148,snp1022_m0_.01m1_.08,2,1148,1148,0.9376165923767615,-0.0035158080453376126,0.0448986337339539,0.003512458135029635,0.0,0.0 +322,snp1887_m0_.23m1_.26,1,322,322,0.9377422959788304,0.003507347283654062,0.04488120681745341,0.0035053660918104466,0.0,0.0 +4357,snp2364_m0_.02m1_.02,5,4357,4357,0.9377463945119618,0.003505168306101367,0.044856282878268545,0.0035051348590522005,0.0,0.0 +2010,snp2047_m0_.4m1_.37,3,2010,2010,0.9378921524903369,0.003503555405865609,0.04494107956184457,0.00349691148503853,0.0,0.0 +4908,snp4363_m0_.05m1_.17,5,4908,4908,0.9379832807764235,0.003491906675220411,0.044857609249027264,0.003491770268633952,0.0,0.0 +3472,snp2343_m0_.11m1_.13,4,3472,3472,0.938371846035458,-0.003473668330817583,0.044905234634289935,0.003469848958336561,0.0,0.0 +4355,snp358_m0_.57m1_.53,5,4355,4355,0.9383747873764876,0.003469549228331012,0.044854130710422054,0.003469683022685496,0.0,0.0 +4798,snp3249_m0_.21m1_.13,5,4798,4798,0.9390339440843257,0.0034344105586399864,0.04488086061240308,0.003432497911778431,0.0,0.0 +2992,snp1433_m0_.36m1_.26,3,2992,2992,0.939635749980606,0.0034031991038655047,0.04491723014420453,0.00339855019339524,0.0,0.0 +3687,snp1076_m0_.42m1_.5,4,3687,3687,0.9396963843595696,-0.0033963163356671815,0.04487154644554855,0.0033951299312438184,0.0,0.0 +4535,snp4985_m0_.2m1_.17,5,4535,4535,0.9400663397080238,-0.003375392168457661,0.0448708999529477,0.003374261926728274,0.0,0.0 +4688,snp369_m0_.46m1_.45,5,4688,4688,0.9401508855440331,-0.003385550174962847,0.04506963362439929,0.0033694930672678244,0.0,0.0 +3371,snp4084_m0_.25m1_.27,4,3371,3371,0.9402118855561757,-0.0033659235308839833,0.04485415967284601,0.003366052347964779,0.0,0.0 +4474,snp1861_m0_.49m1_.37,5,4474,4474,0.9402158481585193,0.0033691504522565994,0.044900142964388136,0.003365828837164267,0.0,0.0 +204,snp4252_m0_.25m1_.23,1,204,204,0.9403913783066674,0.003356191299703761,0.04485939533156252,0.0033559281335602143,0.0,0.0 +3048,snp2213_m0_.23m1_.35,4,3048,3048,0.9403931207798858,-0.0033568570497351192,0.04486960793268548,0.0033558298509162175,0.0,0.0 +3365,snp470_m0_.4m1_.41,4,3365,3365,0.9410298737328319,0.0033343117338940314,0.04505039372820115,0.0033199154395496845,0.0,0.0 +4683,snp3981_m0_.39m1_.51,5,4683,4683,0.9413752506722025,-0.003303712178835943,0.04490040917011343,0.0033004362303751976,0.0,0.0 +979,snp1779_m0_.26m1_.05,1,979,979,0.941563586995601,-0.0032905715275191654,0.044866211604870074,0.0032898143505208886,0.0,0.0 +1890,snp1929_m0_.29m1_.3,2,1890,1890,0.9423817864597915,0.0032437710920620606,0.044857274695581234,0.003243671280433382,0.0,0.0 +3943,snp1483_m0_.34m1_.39,4,3943,3943,0.942530173593435,0.0032369358581993257,0.04487853127923861,0.003235303226673244,0.0,0.0 +1769,snp3917_m0_.28m1_.26,2,1769,1769,0.9426740188194935,-0.003227712561064079,0.044863140435326514,0.0032271914135385397,0.0,0.0 +85,snp3127_m0_.11m1_.05,1,85,85,0.9431048165101954,-0.0032058487914261692,0.04489722245459842,0.003202898218910331,0.0,0.0 +3130,snp2334_m0_.13m1_.1,4,3130,3130,0.9432237314526597,-0.003196136796402208,0.044855117722404636,0.0031961926288166854,0.0,0.0 +1504,snp3663_m0_.29m1_.54,2,1504,1504,0.9434818062153878,0.003186119569352756,0.04491905669330153,0.003181640088516317,0.0,0.0 +1090,snp410_m0_.15m1_.14,2,1090,1090,0.943962809158532,0.0031546031167833696,0.04485712078116883,0.0031545177723732764,0.0,0.0 +3101,snp4203_m0_.2m1_.15,4,3101,3101,0.9440726076963865,-0.003204197505616966,0.04565192925679575,0.0031483267228771387,0.0,0.0 +1551,snp1794_m0_.46m1_.25,2,1551,1551,0.9440983598109439,0.003148682049495381,0.04488167068228263,0.0031468746847185067,0.0,0.0 +4349,snp3971_m0_.58m1_.36,5,4349,4349,0.9442313538935658,0.003139521529732009,0.04485799101105583,0.003139375838923123,0.0,0.0 +1125,snp3278_m0_.3m1_.12,2,1125,1125,0.9447359345998604,-0.0031152260732109373,0.04491791615616019,0.0031109259455745944,0.0,0.0 +2260,snp4805_m0_.44m1_.32,3,2260,2260,0.9447978828289473,0.00310781964130622,0.04486149227069841,0.0031074331900583434,0.0,0.0 +3468,snp840_m0_m1_.05,4,3468,3468,0.9453352474401013,-0.003081668624596716,0.04492198550237018,0.0030771363663024613,0.0,0.0 +2919,snp1431_m0_.23m1_.24,3,2919,2919,0.946977622213715,-0.0029845509415883566,0.04485598608440782,0.0029845472513713588,0.0,0.0 +2894,snp1322_m0_.24m1_.2,3,2894,2894,0.9473654736727377,0.0029738437579079507,0.0450248966818283,0.002962683932459644,0.0,0.0 +1039,snp1021_m0_.06m1_.17,2,1039,1039,0.9474688454444123,0.002961253449098276,0.04492262983522494,0.002956856948998678,0.0,0.0 +4329,snp3476_m0_.44m1_.29,5,4329,4329,0.9475605803405578,-0.002955261742398548,0.044910275021260895,0.0029516859684284996,0.0,0.0 +65,snp875_m0_.23m1_.52,1,65,65,0.948214026793352,-0.0029149989584462527,0.04485818378895435,0.0029148531411986246,0.0,0.0 +2018,snp4924_m0_.32m1_.16,3,2018,2018,0.9484684467848885,-0.0029021348498639256,0.04488102681347545,0.0029005127760135005,0.0,0.0 +4831,snp4242_m0_.35m1_.34,5,4831,4831,0.9485981314316708,0.0028960753745264746,0.04490047221418351,0.0028932032236010526,0.0,0.0 +164,snp4878_m0_.19m1_.1,1,164,164,0.948707782930584,-0.0028887175945630406,0.044882274398971564,0.002887022880297089,0.0,0.0 +3310,snp4083_m0_.22m1_.38,4,3310,3310,0.9488548440366629,-0.0028802052535866385,0.04487886802108196,0.0028787340859514755,0.0,0.0 +1578,snp4791_m0_.51m1_.52,2,1578,1578,0.9491118385146312,-0.0028649483319631293,0.04486689274601787,0.0028642493598486645,0.0,0.0 +4212,snp1089_m0_.14m1_.07,5,4212,4212,0.9491363834333433,-0.002870548425595526,0.04497631673517069,0.0028628659744251066,0.0,0.0 +4284,snp1091_m0_.69m1_.53,5,4284,4284,0.9496973463026037,-0.0028348812060958687,0.044913479279460294,0.002831250070796716,0.0,0.0 +2045,snp3425_m0_.45m1_.33,3,2045,2045,0.9498800969016203,0.0028215031267491784,0.044864738633477876,0.002820950538484275,0.0,0.0 +2567,snp3436_m0_.05m1_.19,3,2567,2567,0.9501448344738621,-0.002805958433007548,0.04485479995851635,0.0028060306137082784,0.0,0.0 +1839,snp920_m0_.23m1_.28,2,1839,1839,0.9506717139765596,0.0027767304982840866,0.04486229947798189,0.0027763379661220884,0.0,0.0 +1127,snp2531_m0_.41m1_.27,2,1127,1127,0.9509736990286642,-0.0027596902199055707,0.04486197891726815,0.0027593199431581897,0.0,0.0 +3751,snp3717_m0_.18m1_.43,4,3751,3751,0.9513427989033864,0.002741830725390883,0.04491018612337782,0.0027385202778953343,0.0,0.0 +2325,snp3432_m0_.12m1_.18,3,2325,2325,0.9514668633659231,-0.0027333009003536824,0.044885059125146023,0.002731529079108062,0.0,0.0 +4692,snp1867_m0_.5m1_.27,5,4692,4692,0.9518456041370573,0.0027107835416722,0.044865839994739705,0.002710186936961136,0.0,0.0 +3772,snp348_m0_.22m1_.13,4,3772,3772,0.9518803530258657,-0.0027083953713603294,0.044858723827204516,0.0027082288585932317,0.0,0.0 +2950,snp4565_m0_.31m1_.35,3,2950,2950,0.9520610809819553,0.002707377220846956,0.04501111810964527,0.002698045033031027,0.0,0.0 +1735,snp4044_m0_.05m1_.04,2,1735,1735,0.9525908772098044,0.0026681855119396487,0.04485585522219861,0.0026681923827730756,0.0,0.0 +3881,snp2724_m0_.26m1_.33,4,3881,3881,0.9526283926664904,-0.002672047593820799,0.044956398718246186,0.0026660785283401257,0.0,0.0 +127,snp3375_m0_.52m1_.41,1,127,127,0.9526609078219679,-0.0026663536247307253,0.04489144855413319,0.002664246426838016,0.0,0.0 +3045,snp703_m0_.48m1_.47,4,3045,3045,0.9527873971464484,-0.0026570256662904012,0.044854391526972265,0.0026571192914117726,0.0,0.0 +3688,snp4712_m0_.05m1_.14,4,3688,3688,0.9529194704704859,0.0026607620596312475,0.04504362012655835,0.002649677592686587,0.0,0.0 +66,snp2125_m0_.11m1_.07,1,66,66,0.9530092333332395,-0.002645121239079586,0.044864476400658417,0.0026446199270971876,0.0,0.0 +2881,snp945_m0_.07m1_.09,3,2881,2881,0.9534476762205361,-0.0026200759491754556,0.044858707185932566,0.0026199164546124184,0.0,0.0 +4033,snp4846_m0_.41m1_.42,5,4033,4033,0.9538357647851936,0.0025985377994591045,0.04486438736933271,0.002598050788978754,0.0,0.0 +2593,snp1822_m0_.29m1_.11,3,2593,2593,0.9541396394843765,0.0025811041891572236,0.04485900270548503,0.002580930326005276,0.0,0.0 +1171,snp657_m0_.39m1_.55,2,1171,1171,0.9543030740648965,0.002572147307449129,0.04486339174427749,0.002571722489370728,0.0,0.0 +2401,snp2312_m0_.03m1_.03,3,2401,2401,0.9545014440462332,-0.0025673729653657154,0.04497556934496465,0.0025605465517241216,0.0,0.0 +1562,snp3665_m0_.25m1_.32,2,1562,1562,0.9548395239173584,-0.002544219455050562,0.044903984384346986,0.0025414998832419787,0.0,0.0 +2204,snp808_m0_.33m1_.23,3,2204,2204,0.954955820585882,0.0025349970578561944,0.04485685271229174,0.002534948093106392,0.0,0.0 +3024,snp1434_m0_.16m1_.32,4,3024,3024,0.9552936435871189,-0.002515886673699062,0.044855456522301974,0.002515916508043695,0.0,0.0 +1371,snp3040_m0_.23m1_.28,2,1371,1371,0.9553792956541383,0.0025111581345448196,0.044857183069792965,0.0025110912879561798,0.0,0.0 +49,snp4750_m0_.01m1_.01,1,49,49,0.9556397785737026,0.002497645477657789,0.04487806181158619,0.002496417127080656,0.0,0.0 +41,snp252_m0_.18m1_.13,1,41,41,0.95575235006699,0.002499954035513094,0.045033941339747294,0.002490075556860252,0.0,0.0 +407,snp3632_m0_.47m1_.29,1,407,407,0.9559481746459338,0.00247906526234489,0.04485637458860753,0.0024790441492120317,0.0,0.0 +3903,snp1469_m0_.21m1_.22,4,3903,3903,0.9559911673590553,-0.00249313328426403,0.045155036650038255,0.0024766222559669763,0.0,0.0 +1787,snp1543_m0_.45m1_.43,2,1787,1787,0.9563543670038326,0.0024591313131220203,0.04491021261048637,0.002456162545601004,0.0,0.0 +4449,snp1096_m0_.13m1_.2,5,4449,4449,0.9565769529888617,-0.0024483707089797057,0.04494312656179799,0.0024436241155753142,0.0,0.0 +2139,snp1185_m0_.48m1_.22,3,2139,2139,0.956616702417762,0.0024414098454028457,0.04485645281724136,0.002441385021432529,0.0,0.0 +1523,snp2907_m0_.3m1_.24,2,1523,1523,0.9567147803514415,0.0024367399874310877,0.04487219671745719,0.002435860295620888,0.0,0.0 +622,snp4890_m0_.05m1_.05,1,622,622,0.9568761978605425,0.0024270032912568997,0.04486035231593787,0.002426767734318536,0.0,0.0 +2642,snp3317_m0_.08m1_.06,3,2642,2642,0.9572731862544018,-0.002404341389208523,0.04485479512220512,0.002404406013719823,0.0,0.0 +2859,snp4442_m0_.4m1_.5,3,2859,2859,0.9573947422016531,-0.002401035675369413,0.044921045179798696,0.002397559081117767,0.0,0.0 +4552,snp2981_m0_.02m1_.11,5,4552,4552,0.9574426610976173,-0.0023988281547358036,0.04493032672200458,0.0023948599487607133,0.0,0.0 +3069,snp2587_m0_.45m1_.42,4,3069,3069,0.9575651301250099,-0.0023923784140990607,0.044938967742070346,0.002387961663028967,0.0,0.0 +4796,snp1107_m0_.37m1_.45,5,4796,4796,0.9578168216674624,0.0023738710941611585,0.04485763342961454,0.0023737848657534593,0.0,0.0 +3469,snp4086_m0_.09m1_.05,4,3469,3469,0.9581685434424612,0.0023538827651200704,0.044854264684658376,0.002353974153133359,0.0,0.0 +481,snp1262_m0_.44m1_.73,1,481,481,0.9581757970768454,0.0023540965942663037,0.04486612630102782,0.002353565597351512,0.0,0.0 +1686,snp2293_m0_.33m1_.33,2,1686,1686,0.958443432012897,-0.0023384540360664847,0.0448552913257305,0.0023384913857604447,0.0,0.0 +616,snp2010_m0_.1m1_.13,1,616,616,0.9584434593378494,-0.0023385388236878816,0.04485694721000269,0.0023384898467228954,0.0,0.0 +449,snp1891_m0_.58m1_.47,1,449,449,0.9585498732719175,0.0023451313526616727,0.04509899213797586,0.002332496284772877,0.0,0.0 +2873,snp4074_m0_.1m1_.1,3,2873,2873,0.95863446033505,-0.0023299200318832305,0.04489817072111096,0.0023277321093075065,0.0,0.0 +1608,snp4411_m0_.16m1_.11,2,1608,1608,0.9586935361134861,0.0023248804743602283,0.044865188429846846,0.002324404814879732,0.0,0.0 +2922,snp4564_m0_.55m1_.19,3,2922,2922,0.9591190281250356,-0.0023058553496964652,0.044961596691302,0.00230044042433128,0.0,0.0 +761,snp2769_m0_.3m1_.19,1,761,761,0.9594443174208187,0.0022823513824911756,0.04486056048345177,0.0022821200523833744,0.0,0.0 +3794,snp67_m0_.5m1_.15,4,3794,3794,0.9594511458666068,0.002287082066233972,0.04496112077416032,0.0022817354767479493,0.0,0.0 +643,snp2891_m0_.52m1_.24,1,643,643,0.9595840092064212,0.0022754588827830482,0.04487980455729951,0.0022742526937461855,0.0,0.0 +2946,snp4076_m0_.47m1_.65,3,2946,2946,0.959920185460758,-0.002255242147952834,0.04485447326826341,0.002255319731285452,0.0,0.0 +4584,snp2982_m0_.19m1_.16,5,4584,4584,0.960251694894389,-0.0022373466835712928,0.04486999040648244,0.002236649989336606,0.0,0.0 +2394,snp2926_m0_.56m1_.67,3,2394,2394,0.9604171999148776,0.002227545115884328,0.04486036492795008,0.0022273293252244608,0.0,0.0 +2597,snp4941_m0_.34m1_.22,3,2597,2597,0.9606409746544715,0.002219839400259618,0.044959559088167914,0.0022147272665314108,0.0,0.0 +4836,snp997_m0_.01m1_.05,5,4836,4836,0.9607480238960487,-0.002212780847705652,0.044938923252029785,0.002208698761945603,0.0,0.0 +4604,snp3978_m0_.15m1_.14,5,4604,4604,0.9613543773165873,-0.0021760010697610115,0.04488590366067888,0.002174552565563253,0.0,0.0 +1822,snp173_m0_.41m1_.46,2,1822,1822,0.9614680501955868,0.002168075121423571,0.04485444833134087,0.002168151329489077,0.0,0.0 +2700,snp453_m0_.19m1_.46,3,2700,2700,0.9616513114151017,-0.0021578205202272198,0.04485579829189936,0.0021578314729005176,0.0,0.0 +1407,snp788_m0_.13m1_.16,2,1407,1407,0.9616546904728388,-0.0021576714413202424,0.04485665486370519,0.002157641191542873,0.0,0.0 +2221,snp2680_m0_.53m1_.55,3,2221,2221,0.9617781698822242,-0.0021511670450079993,0.04486602102954514,0.0021506878504006276,0.0,0.0 +2674,snp1824_m0_.18m1_.17,3,2674,2674,0.9619493493480052,0.0021411327016711544,0.04485779121778041,0.002141048520917194,0.0,0.0 +4141,snp1985_m0_.36m1_.3,5,4141,4141,0.9620196835154974,0.002137051303564092,0.04485525889721287,0.0021370879446740917,0.0,0.0 +4660,snp368_m0_.55m1_.24,5,4660,4660,0.962157132770845,0.0021293186726205897,0.044855408611269965,0.0021293481091506266,0.0,0.0 +3023,snp4694_m0_.03m1_.02,4,3023,3023,0.9626444073090451,0.0021119927422231896,0.04507120428844372,0.0021019099461665556,0.0,0.0 +3123,snp4697_m0_.32m1_.29,4,3123,3123,0.9627411808200101,0.002097692288206018,0.04488238135035308,0.0020964607761833876,0.0,0.0 +2244,snp1938_m0_.41m1_.42,3,2244,2244,0.9628249990801677,0.002093767381427038,0.04489948409699193,0.002091741121672577,0.0,0.0 +4704,snp869_m0_.49m1_.6,5,4704,4704,0.9630632569229338,-0.002081417446205834,0.0449227689086541,0.002078325379635641,0.0,0.0 +1440,snp2414_m0_.46m1_.73,2,1440,1440,0.9631498878161295,0.002073856778232816,0.04486488936352178,0.002073447442576533,0.0,0.0 +3108,snp1581_m0_.29m1_.25,4,3108,3108,0.9632816874830059,-0.0020669163036084555,0.04487535932645786,0.002066026228253808,0.0,0.0 +1236,snp1281_m0_.22m1_.24,2,1236,1236,0.9633534579358924,0.0020642556653522695,0.04490542872939155,0.002061985089135531,0.0,0.0 +2414,snp4552_m0_.1m1_.06,3,2414,2414,0.9638236700197196,0.0020389892063313246,0.044932718298416864,0.002035509528793658,0.0,0.0 +2087,snp3061_m0_.51m1_.35,3,2087,2087,0.9640392539617921,-0.0020241704710567674,0.04487375784960436,0.002023371188283585,0.0,0.0 +3031,snp2827_m0_.14m1_.11,4,3031,3031,0.9640456519085401,0.002023639174086394,0.04486996800250482,0.0020230109574981754,0.0,0.0 +1591,snp2662_m0_.17m1_.11,2,1591,1591,0.9640712338590891,0.0020232838340555927,0.04489405342483434,0.0020215705895621694,0.0,0.0 +2080,snp4423_m0_.11m1_.24,3,2080,2080,0.9641027197516969,-0.002022139666407924,0.04490804731308101,0.0020197978084888135,0.0,0.0 +4168,snp4108_m0_.48m1_.18,5,4168,4168,0.9642317129418634,-0.002013667696725526,0.044881285224662476,0.002012535011314825,0.0,0.0 +2697,snp1317_m0_.43m1_.37,3,2697,2697,0.9646577349705353,-0.001989965101379637,0.04488799045953397,0.001988548756190538,0.0,0.0 +4374,snp1993_m0_.31m1_.23,5,4374,4374,0.9650299721116985,-0.0019681675430476995,0.044869182550139684,0.001967591207431326,0.0,0.0 +905,snp2524_m0_.07m1_.19,1,905,905,0.9651767906413976,-0.0019739433470603086,0.04519070644214305,0.001959325206326765,0.0,0.0 +2587,snp196_m0_.26m1_.21,3,2587,2587,0.9652901446747045,-0.001953471015785568,0.04486816500738208,0.0019529433286312589,0.0,0.0 +4962,snp3998_m0_.18m1_.25,5,4962,4962,0.9655409741818604,0.0019390655577324056,0.044861688703085,0.0019388216661255944,0.0,0.0 +3822,snp4466_m0_.39m1_.6,4,3822,3822,0.9657168008739216,0.0019289339775011355,0.044856307699203374,0.0019289227647366735,0.0,0.0 +1553,snp3289_m0_.35m1_.32,2,1553,1553,0.9659374584907222,0.0019168153670754665,0.04486342806532652,0.0019165000506260637,0.0,0.0 +3250,snp3578_m0_.23m1_.39,4,3250,3250,0.9659882321489706,-0.0019155425517900953,0.04490060720308384,0.0019136415856610381,0.0,0.0 +93,snp2880_m0_.43m1_.38,1,93,93,0.96605757744946,0.0019148845634318179,0.0449769412266388,0.0019097375834413372,0.0,0.0 +2632,snp1051_m0_.1m1_.3,3,2632,2632,0.9662393588034874,-0.0019015198942609352,0.044903660569775176,0.0018995037237294968,0.0,0.0 +1192,snp1784_m0_.22m1_.24,2,1192,1192,0.9664350440286905,-0.0018917805895369026,0.04493427577448144,0.001888487219049815,0.0,0.0 +1316,snp1913_m0_.25m1_.24,2,1316,1316,0.9667610956360593,-0.0018764560941818141,0.04500774524423083,0.0018701317208388094,0.0,0.0 +1130,snp4647_m0_.63m1_.42,2,1130,1130,0.9669136561105611,0.00186734615027887,0.044995880604111256,0.001861543238298093,0.0,0.0 +4367,snp3607_m0_.26m1_.16,5,4367,4367,0.9669611490681002,0.0018588035243162473,0.04485445825240046,0.0018588696079026772,0.0,0.0 +3235,snp3453_m0_.46m1_.42,4,3235,3235,0.9670468401010092,-0.0018557963811913216,0.04489841048662756,0.0018540456220273703,0.0,0.0 +582,snp396_m0_.23m1_.5,1,582,582,0.9671141410622277,-0.0018504304496911024,0.04486026047367849,0.001850256922169869,0.0,0.0 +2415,snp1561_m0_.16m1_.17,3,2415,2415,0.9671242872629007,0.0018497293798026733,0.044857111861845766,0.0018496857440683059,0.0,0.0 +3917,snp2097_m0_.61m1_.38,4,3917,3917,0.9671363664114395,-0.00185123695105609,0.0449101816273567,0.0018490057515560623,0.0,0.0 +1963,snp4922_m0_.26m1_.29,2,1963,1963,0.9672631985257396,-0.00184627513610748,0.044963437595838006,0.001841865796164018,0.0,0.0 +2303,snp1813_m0_.43m1_.29,3,2303,2303,0.9672632119015302,0.0018454123179548363,0.044942443245407394,0.0018418650431601556,0.0,0.0 +2866,snp2583_m0_.01m1_.03,3,2866,2866,0.9673169950000775,0.0018400747959061894,0.044886240150579,0.0018388373624526899,0.0,0.0 +721,snp3641_m0_.29m1_.21,1,721,721,0.9675497232715087,-0.001826258042419305,0.04486887694073884,0.0018257361884778003,0.0,0.0 +1659,snp4042_m0_.06m1_.25,2,1659,1659,0.9675653208993562,0.0018281351330520401,0.04493660599424377,0.0018248581432888148,0.0,0.0 +1392,snp1285_m0_.34m1_.28,2,1392,1392,0.9680416715943713,-0.0018079148862419816,0.04510233274524692,0.0017980430249615893,0.0,0.0 +943,snp894_m0_.5m1_.48,1,943,943,0.9687147221794282,0.0017630508908641784,0.044929829457783656,0.0017601562060909409,0.0,0.0 +265,snp255_m0_.36m1_.1,1,265,265,0.9688566734630674,0.0017555560185995346,0.04494285336401857,0.0017521657599055779,0.0,0.0 +4202,snp855_m0_.38m1_.43,5,4202,4202,0.9689226003048426,-0.001757053682450416,0.04507666469478534,0.0017484547529048255,0.0,0.0 +4689,snp3869_m0_.12m1_.13,5,4689,4689,0.9689908210929742,-0.0017447080746585296,0.044858464637811006,0.0017446146327329069,0.0,0.0 +3070,snp4952_m0_.36m1_.42,4,3070,3070,0.969194849340267,-0.0017348721633026424,0.04490115179653042,0.0017331300422941144,0.0,0.0 +3280,snp212_m0_.18m1_.44,4,3280,3280,0.9692352009690267,-0.001731076721014821,0.04486171348448171,0.0017308586941513708,0.0,0.0 +1456,snp3662_m0_.3m1_.52,2,1456,1456,0.9693391913362437,-0.0017291637843922488,0.044964200818835225,0.001725005212704795,0.0,0.0 +4341,snp1093_m0_.21m1_.24,5,4341,4341,0.9698397202072505,0.0017017289331563324,0.04498553024539026,0.0016968315061986763,0.0,0.0 +2576,snp2199_m0_.53m1_.46,3,2576,2576,0.969864368248544,-0.001701052159368984,0.045004436370796624,0.0016954441376571265,0.0,0.0 +2266,snp1812_m0_.07m1_.05,3,2266,2266,0.9699411143291679,-0.0016931311768940533,0.0449092967287933,0.0016911243281200205,0.0,0.0 +2230,snp3682_m0_.04m1_.04,3,2230,2230,0.9700279233114456,0.001686429448348112,0.044861156033400365,0.0016862381264756505,0.0,0.0 +1715,snp1666_m0_.4m1_.35,2,1715,1715,0.9700821747209095,0.0016833423474039843,0.044860273491907986,0.0016831844972528393,0.0,0.0 +4516,snp985_m0_.07m1_.05,5,4516,4516,0.9702893886026779,-0.0016730112334152692,0.044896053584055004,0.0016715211966664516,0.0,0.0 +1306,snp3283_m0_.06m1_.04,2,1306,1306,0.9703072928057939,-0.0016706612421452179,0.04486003652640408,0.0016705134407751948,0.0,0.0 +1451,snp4911_m0_.34m1_.24,2,1451,1451,0.9703847500013782,-0.0016669136539922092,0.044876527695087653,0.0016661536951917755,0.0,0.0 +3206,snp1584_m0_.14m1_.08,4,3206,3206,0.9706234007644575,0.0016526693208015043,0.04485466305535441,0.0016527211279528111,0.0,0.0 +2001,snp3799_m0_.05m1_.33,3,2001,2001,0.9707396003671525,-0.0016507814434872667,0.044981429649607066,0.0016461808337147961,0.0,0.0 +1652,snp542_m0_.03m1_.06,2,1652,1652,0.9714768092964665,-0.0016046301867627128,0.04485446111798872,0.0016046878379066074,0.0,0.0 +1806,snp3053_m0_.2m1_.02,2,1806,1806,0.9715367628257308,0.0016109642720624105,0.04512641136076658,0.0016013134799359203,0.0,0.0 +1788,snp4416_m0_.34m1_.26,2,1788,1788,0.9716547574917527,0.0016018299479786642,0.04505740522717477,0.0015946724252420697,0.0,0.0 +3480,snp2951_m0_.22m1_.09,4,3480,3480,0.9718123901785408,-0.001589388168002855,0.04495755529936035,0.00158580049125089,0.0,0.0 +983,snp150_m0_.19m1_.13,1,983,983,0.9719394848838162,-0.0015786192370952894,0.0448552756773098,0.0015786473508336573,0.0,0.0 +504,snp2514_m0_.17m1_.16,1,504,504,0.9721557356531335,-0.001566430527736497,0.044854761146994736,0.0015664764232787406,0.0,0.0 +3152,snp3096_m0_.42m1_.54,4,3152,3152,0.9727717104616312,0.001533131747806999,0.04489481085779261,0.0015318090355156723,0.0,0.0 +2834,snp457_m0_.36m1_.48,3,2834,2834,0.9731312279066535,-0.0015128302982725561,0.04489331161151026,0.001511575626165199,0.0,0.0 +2370,snp3556_m0_.24m1_.13,3,2370,2370,0.9733797726420764,0.0014975701466045264,0.04485554929007365,0.0014975878685149296,0.0,0.0 +2082,snp3426_m0_.55m1_.12,3,2082,2082,0.9737589145384888,-0.001476492893779379,0.04486344486360449,0.0014762505602050862,0.0,0.0 +420,snp1890_m0_.08m1_.03,1,420,420,0.9738025873894625,-0.00148178858414502,0.045099440932221194,0.001473792765463502,0.0,0.0 +3913,snp2727_m0_.01m1_.06,4,3913,3913,0.9740137295814937,-0.0014677109067163362,0.045034063850259966,0.0014619102928587011,0.0,0.0 +1256,snp4782_m0_.11m1_.12,2,1256,1256,0.9743120676522834,0.001445078422058582,0.04485476623772971,0.0014451208621172303,0.0,0.0 +994,snp3523_m0_.27m1_.19,1,994,994,0.9743803712606702,-0.001443929441436001,0.04493863429193006,0.001441277000615274,0.0,0.0 +675,snp644_m0_.16m1_.12,1,675,675,0.974682822749461,-0.001425039673651217,0.04488075573565689,0.0014242563332133463,0.0,0.0 +986,snp4898_m0_.14m1_,1,986,986,0.9748272254041099,-0.001416349948076591,0.04486305085246779,0.0014161300458559033,0.0,0.0 +3040,snp1325_m0_.29m1_.16,4,3040,3040,0.975021691079097,0.001405772618282491,0.04487479525932803,0.0014051865253354885,0.0,0.0 +3221,snp3832_m0_.19m1_.11,4,3221,3221,0.975033218761189,-0.001404716498563518,0.04486179285912414,0.0014045378097978264,0.0,0.0 +1073,snp4397_m0_.48m1_.43,2,1073,1073,0.9755033075039109,0.00137906414679651,0.04488799100442713,0.0013780840059344917,0.0,0.0 +683,snp3266_m0_.07m1_.09,1,683,683,0.975592247509771,-0.001373606889886769,0.04487333190662541,0.001373079044342179,0.0,0.0 +97,snp4375_m0_.4m1_.37,1,97,97,0.9758488698829105,-0.001361157360342463,0.04493926320943627,0.0013586381115392998,0.0,0.0 +2615,snp4436_m0_.06m1_.13,3,2615,2615,0.9758944829190089,0.0013561980999416707,0.04486028212028969,0.0013560713399826693,0.0,0.0 +930,snp4643_m0_.28m1_.05,1,930,930,0.976039903496757,0.0013479236584179773,0.0448572712722577,0.00134788815178032,0.0,0.0 +2332,snp4059_m0_.09m1_.11,3,2332,2332,0.9761976050015122,0.001342433038931532,0.044970627936532344,0.0013390139348736512,0.0,0.0 +893,snp2399_m0_.27m1_.1,1,893,893,0.9764212307522677,0.0013264405815771084,0.04485644531948811,0.0013264301023334774,0.0,0.0 +2713,snp3082_m0_.31m1_.28,3,2713,2713,0.9764482612067135,0.001325478075948144,0.044875355758842786,0.0013249090559820584,0.0,0.0 +1359,snp1284_m0_.51m1_.23,2,1359,1359,0.9767751711942264,0.0013065847681454504,0.044858541194157976,0.0013065134344308479,0.0,0.0 +1999,snp4421_m0_.08m1_.1,2,1999,1999,0.9771598013125986,-0.0012848636635696996,0.04485586828562574,0.0012848701110998366,0.0,0.0 +1795,snp2551_m0_.37m1_.36,2,1795,1795,0.9772007809152999,0.001282732261730028,0.044861971725731115,0.001282564186651918,0.0,0.0 +1681,snp2789_m0_.48m1_.38,2,1681,1681,0.9772461923056831,0.0012799594316308068,0.04485436048524399,0.00128000888918406,0.0,0.0 +3399,snp4960_m0_.21m1_.05,4,3399,3399,0.9780420895445752,-0.0012398185081068935,0.04502292568955866,0.0012352244416656399,0.0,0.0 +1060,snp3525_m0_.22m1_.12,2,1060,1060,0.9784545922696808,-0.0012119720076202486,0.044854552354779094,0.0012120137563051553,0.0,0.0 +3105,snp3829_m0_.24m1_.35,4,3105,3105,0.9785755957414654,0.0012052081511612146,0.044856207669788,0.0012052051998072849,0.0,0.0 +476,snp4886_m0_.13m1_.07,1,476,476,0.9787899018590986,0.0011931266150274357,0.04485533927308155,0.0011931468093161577,0.0,0.0 +2179,snp1303_m0_.59m1_.56,3,2179,2179,0.9792832132215259,-0.0011654197774998742,0.04485724919758184,0.0011653899190930737,0.0,0.0 +1583,snp3788_m0_.46m1_.39,2,1583,1583,0.9794657510838619,0.001156019287436521,0.044891050322341,0.001155119270699061,0.0,0.0 +4783,snp4994_m0_.26m1_.31,5,4783,4783,0.9794777097999026,0.0011578003648340437,0.04498641885042868,0.0011544464054580952,0.0,0.0 +1243,snp3531_m0_.62m1_.75,2,1243,1243,0.9797703629045827,-0.0011408084542611362,0.04496758503087563,0.0011379801610085082,0.0,0.0 +1045,snp2155_m0_.08m1_.17,2,1045,1045,0.979989364423747,-0.0011256182433613795,0.04485451563246887,0.0011256580526188735,0.0,0.0 +839,snp891_m0_.06m1_.24,1,839,839,0.981042042077935,0.0010677126376455646,0.04491003966319546,0.0010664303668150514,0.0,0.0 +3132,snp2215_m0_.45m1_.36,4,3132,3132,0.9823024011843162,-0.0009958808865704158,0.04487236213561095,0.0009955201520586642,0.0,0.0 +2627,snp1823_m0_.48m1_.45,3,2627,2627,0.9825705202426395,0.0009804019014212643,0.044854567712164686,0.0009804355864446975,0.0,0.0 +1154,snp1161_m0_.24m1_.44,2,1154,1154,0.9827594529491989,-0.0009716576499872108,0.04494174532412462,0.000969806166693,0.0,0.0 +4379,snp235_m0_.29m1_.28,5,4379,4379,0.9831688432380923,0.0009471529962290195,0.04487407048464029,0.00094677391216449,0.0,0.0 +4888,snp749_m0_.09m1_.05,5,4888,4888,0.9838820640903216,-0.0009066522850763885,0.04485628575625426,0.0009066487723513149,0.0,0.0 +310,snp3629_m0_.26m1_.15,1,310,310,0.984001992187085,0.0009003372021606233,0.044877815035472196,0.0008999018013914128,0.0,0.0 +4807,snp873_m0_.37m1_.57,5,4807,4807,0.9844460429629309,0.000875400595469566,0.04488073431287455,0.0008749203602843549,0.0,0.0 +142,snp4627_m0_.58m1_.36,1,142,142,0.984599510460336,0.0008663490287248568,0.044859344153637126,0.0008662866378744848,0.0,0.0 +2205,snp3681_m0_.32m1_.24,3,2205,2205,0.9846309299725265,0.0008676387047099596,0.045017978700510164,0.000864519053487795,0.0,0.0 +55,snp3126_m0_.04m1_.09,1,55,55,0.9856478967629094,0.0008081052961892362,0.0449004314752329,0.0008073077148870217,0.0,0.0 +191,snp383_m0_.52m1_.52,1,191,191,0.9857455069573633,0.0008019046871869542,0.04486104698811267,0.0008018165439790237,0.0,0.0 +768,snp4144_m0_.52m1_.59,1,768,768,0.9860869710064074,0.0007826614627555882,0.04485922709965247,0.0007826071948272362,0.0,0.0 +2429,snp3311_m0_.24m1_.49,3,2429,2429,0.9863893691305726,-0.0007656427115013796,0.04485887447636044,0.0007655956517853602,0.0,0.0 +576,snp4383_m0_.34m1_.41,1,576,576,0.9866974287258036,0.0007537293247089866,0.045183642554154024,0.0007482657329184844,0.0,0.0 +4850,snp4360_m0_.01m1_.03,5,4850,4850,0.9867072947713166,-0.0007484906061469801,0.044902904253172726,0.0007477107195378634,0.0,0.0 +4100,snp2851_m0_.27m1_.23,5,4100,4100,0.9870781229247869,-0.0007281630597650241,0.0449371575361328,0.0007268499016255444,0.0,0.0 +849,snp1390_m0_.31m1_.6,1,849,849,0.9871210692546015,-0.0007244440904799615,0.044856744665564025,0.000724433979919191,0.0,0.0 +2151,snp1044_m0_.42m1_.3,3,2151,2151,0.9871895505269854,-0.0007209316313277959,0.04487790762694278,0.0007205816086325542,0.0,0.0 +4843,snp3622_m0_.04m1_.09,5,4843,4843,0.9880562898076326,0.0006740248134593903,0.04500305146118494,0.0006718241790667383,0.0,0.0 +2741,snp2063_m0_.44m1_.43,3,2741,2741,0.9884252600330814,-0.0006524575169215806,0.04495182413130787,0.0006510684232107698,0.0,0.0 +1937,snp801_m0_.16m1_.08,2,1937,1937,0.98853247650969,-0.0006454325527347016,0.04488361546716794,0.0006450371795273216,0.0,0.0 +2778,snp2451_m0_.3m1_.32,3,2778,2778,0.9889951826806583,0.0006190268864891006,0.04485743810768838,0.0006190087217199595,0.0,0.0 +2667,snp4437_m0_.5m1_.4,3,2667,2667,0.9894856619086406,-0.0005933767021170988,0.045004666558586856,0.0005914181818875965,0.0,0.0 +1350,snp4160_m0_.19m1_.34,2,1350,1350,0.9897514116425541,-0.0005766069581959494,0.044866837020672456,0.0005764692661045948,0.0,0.0 +3800,snp2844_m0_.15m1_.27,4,3800,3800,0.9898849850873126,0.0005689587926626429,0.0448563798844,0.0005689555361320831,0.0,0.0 +1287,snp417_m0_.2m1_.08,2,1287,1287,0.9900473576332303,-0.000560226897461176,0.04488857970607331,0.0005598218298227945,0.0,0.0 +4245,snp1855_m0_.15m1_.23,5,4245,4245,0.9905138466452467,0.0005335672775863712,0.0448549510641725,0.0005335812303113453,0.0,0.0 +31,snp2877_m0_.12m1_.21,1,31,31,0.9908769033171461,0.0005131387448714316,0.04485435765726634,0.0005131589576946648,0.0,0.0 +1987,snp1181_m0_.59m1_.46,2,1987,1987,0.9909045899097864,0.000512674863228596,0.044950228955624366,0.0005116015656293467,0.0,0.0 +118,snp3004_m0_.04m1_.2,1,118,118,0.9909685183081295,0.000507999668385194,0.044855605553514574,0.0005080055468558896,0.0,0.0 +4110,snp352_m0_.24m1_.09,5,4110,4110,0.99100300376383,0.0005062909493144732,0.04487608863784854,0.0005060657161725645,0.0,0.0 +4103,snp3599_m0_.12m1_.07,5,4103,4103,0.991195090155097,0.0004952677089439484,0.044856755922558215,0.0004952607417682507,0.0,0.0 +305,snp4009_m0_.07m1_.15,1,305,305,0.9913934223898879,-0.0004840942320260585,0.04485517698525746,0.0004841044649336127,0.0,0.0 +4246,snp1348_m0_.11m1_.11,5,4246,4246,0.9915553347210041,-0.0004749781123278237,0.04485435623084952,0.0004749968460438226,0.0,0.0 +2213,snp2307_m0_.26m1_.36,3,2213,2213,0.9921607713951842,0.00044092502587676807,0.04485449948253385,0.000440941015138141,0.0,0.0 +2092,snp4178_m0_.45m1_.33,3,2092,2092,0.9926457470965213,-0.00041514870722296184,0.04501741619974187,0.0004136613010257841,0.0,0.0 +4412,snp4345_m0_.1m1_.09,5,4412,4412,0.992660552334195,0.00041283370151719355,0.04485669023034247,0.00041282851401544513,0.0,0.0 +2685,snp1951_m0_.01m1_.03,3,2685,2685,0.992713180467176,-0.00040994900157047823,0.04486496852002728,0.00040986820975198165,0.0,0.0 +3753,snp4844_m0_.39m1_.23,4,3753,3753,0.9929244913923088,0.00039825695388296403,0.044887105194122826,0.0003979821012006156,0.0,0.0 +2982,snp3205_m0_.03m1_.06,3,2982,2982,0.9934036333300655,-0.0003710304541348465,0.044856089604972865,0.00037103076604860894,0.0,0.0 +1429,snp285_m0_.17m1_.19,2,1429,1429,0.9935595873941271,0.00036418103584614825,0.04509418153188737,0.00036225850890057805,0.0,0.0 +4953,snp101_m0_.49m1_.36,5,4953,4953,0.9935639724269978,-0.00036201678306154795,0.04485673801805934,0.00036201185556533627,0.0,0.0 +1720,snp544_m0_.06m1_.04,2,1720,1720,0.9939188486142085,0.00034255795238442773,0.044922676677901084,0.0003420504836244372,0.0,0.0 +1606,snp2036_m0_.65m1_.43,2,1606,1606,0.9939384651138553,-0.000340968379527232,0.04485892997320005,0.0003409470804383132,0.0,0.0 +1455,snp1405_m0_.25m1_.16,2,1455,1455,0.9940906030359038,0.0003325960665620372,0.04488400117292428,0.0003323895222966281,0.0,0.0 +691,snp4020_m0_.21m1_.07,1,691,691,0.994203146476606,-0.0003264365450073786,0.04490805204284602,0.00032605910936354656,0.0,0.0 +868,snp3148_m0_.44m1_.38,1,868,868,0.9942503539101032,-0.00032405841200068076,0.04494692858650942,0.00032340375824142,0.0,0.0 +424,snp2512_m0_.37m1_.2,1,424,424,0.9943917046648282,0.0003154484296770539,0.044855480260004466,0.00031545298613537353,0.0,0.0 +3200,snp2460_m0_.38m1_.44,4,3200,3200,0.9952390150825298,0.00026824988391354156,0.04493262133317838,0.0002677932198162625,0.0,0.0 +104,snp4002_m0_.03m1_.01,1,104,104,0.9953870302119121,0.0002600985261155832,0.044965192592355055,0.0002594676535192462,0.0,0.0 +418,snp4135_m0_.22m1_.47,1,418,418,0.9954763031376394,-0.00025451769039019987,0.04486872709507008,0.000254446227455903,0.0,0.0 +4615,snp2983_m0_.21m1_.24,5,4615,4615,0.9959033434264587,-0.00023180332188282304,0.04512422820245768,0.00023042609640241645,0.0,0.0 +285,snp634_m0_.4m1_.41,1,285,285,0.9959252842634839,-0.0002299650563783814,0.04500743286933235,0.00022919197181822692,0.0,0.0 +1799,snp4536_m0_.62m1_.37,2,1799,1799,0.9963603696370587,-0.00020511705223232526,0.04494326090277756,0.00020471939207151782,0.0,0.0 +4360,snp729_m0_.15m1_.13,5,4360,4360,0.9964469614817086,0.000200060733295384,0.04490369759208966,0.0001998488018348789,0.0,0.0 +3696,snp1595_m0_.15m1_.08,4,3696,3696,0.996485719523453,0.00019766136214514386,0.04485445242395656,0.00019766875267422527,0.0,0.0 +1961,snp1298_m0_.59m1_.36,2,1961,1961,0.9968886652340538,-0.00017528770340505213,0.044928840338636894,0.00017500402641314837,0.0,0.0 +230,snp1505_m0_.34m1_.31,1,230,230,0.9970045668779732,-0.00016853661748425386,0.04486991289947582,0.0001684848464260986,0.0,0.0 +485,snp3384_m0_.61m1_.42,1,485,485,0.997045492515374,-0.0001662341586067269,0.044869970343969286,0.0001661828821267818,0.0,0.0 +3640,snp845_m0_.01m1_.07,4,3640,3640,0.998283332718668,-9.656007482585521e-05,0.044857258756395624,9.655764547071254e-05,0.0,0.0 +3546,snp4964_m0_.17m1_.09,4,3546,3546,0.9983455225533164,-9.3171578459026e-05,0.044910086637749175,9.305963911175804e-05,0.0,0.0 +2094,snp4544_m0_.13m1_.03,3,2094,2094,0.9984889772536637,-8.5065332910858e-05,0.04489551381836759,8.499071126266656e-05,0.0,0.0 +4845,snp3744_m0_.45m1_.47,5,4845,4845,0.9987054306662884,7.281705981399035e-05,0.044856898111123554,7.281581338345338e-05,0.0,0.0 +1879,snp2043_m0_.07m1_.14,2,1879,1879,0.999034875926233,5.42864186401874e-05,0.044856929344780784,5.428545166917085e-05,0.0,0.0 +1496,snp3164_m0_.45m1_.22,2,1496,1496,0.9991915218716592,4.5475079955982936e-05,0.044856639207638244,4.547456408801694e-05,0.0,0.0 +4723,snp1868_m0_.09m1_.16,5,4723,4723,0.9991923436449427,-4.5635466718829734e-05,0.045060646159537546,4.542834198868531e-05,0.0,0.0 +1227,snp4400_m0_.6m1_.48,2,1227,1227,0.9994291733081554,3.211533677499275e-05,0.04486728274319829,3.2107354077444207e-05,0.0,0.0 +2059,snp2302_m0_.12m1_.12,3,2059,2059,0.9995097296241536,-2.7632390405575702e-05,0.04494737923561745,2.757629316655804e-05,0.0,0.0 +1027,snp1394_m0_.06m1_.08,2,1027,1027,0.9995162249681112,2.721409788671793e-05,0.04486132058295879,2.721094937140572e-05,0.0,0.0 +666,snp4142_m0_.47m1_.34,1,666,666,0.9995754092399869,-2.401242251922035e-05,0.045101091188039996,2.388200212236874e-05,0.0,0.0 +2041,snp2184_m0_.16m1_.01,3,2041,2041,0.9996906651597613,-1.7448323993336337e-05,0.04498279762683813,1.739919119102272e-05,0.0,0.0 +170,snp1758_m0_.13m1_.11,1,170,170,0.9997070093746577,-1.6489116460076135e-05,0.044881283812978796,1.647987524426475e-05,0.0,0.0