frequency-severity

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arthurpmotta02 / insurance-pricing-susep

Actuarial pricing model for Brazilian auto insurance - GLM Poisson + Gamma, XGBoost Tweedie, SHAP, collision & theft separately, market premium analysis. SUSEP AUTOSEG 2019–2021.

python data-science machine-learning brazil xgboost glm brasil tweedie actuarial-science shap streamlit susep insurance-pricing frequency-severity pure-premium

Updated Feb 23, 2026
Jupyter Notebook

iwaj23 / insurance-loss-simulation

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Monte Carlo simulation of insurance losses using a frequency–severity model with Poisson claim frequency, lognormal and gamma severity distributions, and tail risk analysis.

python insurance data-visualization monte-carlo-simulation value-at-risk actuarial-science risk-modeling catastrophe-modeling frequency-severity loss-modeling

Updated Mar 5, 2026
Python

saikrishna64 / insurance-risk-scoring

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Actuarial insurance risk scoring using frequency–severity modelling to estimate expected loss for underwriting and pricing.

insurance pricing actuarial underwriting risk-analytics risk-scoring expected-loss frequency-severity

Updated Jan 10, 2026
Jupyter Notebook

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