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47 changes: 44 additions & 3 deletions firefin/evaluation/academia/AcaEvaluatorModel.py
Original file line number Diff line number Diff line change
@@ -1,6 +1,20 @@
import typing
import pandas as pd
from ..eva_utils import compute_ic, summarise_ic, generate_latex_code, ForwardReturns, QuantileReturns
from ..eva_utils import (
compute_ic,
summarise_ic,
generate_latex_code,
ForwardReturns,
QuantileReturns,
single_sort_table1_latex,
single_sort_table2_latex,
single_sort_table3_latex,
fama_macbeth_latex,
regression_latex,
else1_latex,
else2_latex,
else3_latex
)
from ...core.algorithm.regression import least_square, RollingRegressor, BatchRegressionResult
from ...common.config import logger
from .anomaly_test import AnomalyTest
Expand Down Expand Up @@ -142,7 +156,6 @@ def run_ic(
pd.DataFrame
A DataFrame containing IC values for each evaluation period.
"""

ic = compute_ic(self.factor, self.forward_returns, method = method)
if plot:
plots.plt_ic(ic, plot_dir = plot_dir)
Expand Down Expand Up @@ -270,4 +283,32 @@ def run_all(self) -> dict:
results['anomaly_stat'] = {k:self.run_anomaly_test(portfolio_returns= pd.DataFrame(v.iloc[:,-1]), return_stats= True)}
logger.info("Anomaly Test Completed")

return results
return results

# TODO: Complete the comments about df and return
@staticmethod
def output_latex(df_dict: dict):
keys = ['table1', 'table2', 'table3', 'fama_macbeth', 'regression', 'else1', 'else2', 'else3']
str1 = single_sort_table1_latex(df1 = df_dict['df1'], df2 = df_dict['df2'])
str2 = single_sort_table2_latex(df = df_dict['df3'])
str3 = single_sort_table3_latex(df1 =df_dict['df4'], df2 = df_dict['df5'])
str4 = fama_macbeth_latex(
df1 = df_dict['df6'],
df2 = df_dict['df7'],
df3 = df_dict['df8'],
df4 = df_dict['df9']
)
str5 = regression_latex(
df1 = df_dict['df10'],
df2 = df_dict['df11'],
df3 = df_dict['df12'],
df4 = df_dict['df13']
)
str6 = else1_latex(df1 = df_dict['df14'], df2 = df_dict['df15'])
str7 = else2_latex(df = df_dict['df16'])
str8 = else3_latex(df = df_dict['df17'])
values = [str1, str2, str3, str4, str5, str6, str7, str8]

result_dict = dict(zip(keys, values))
return result_dict

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