Extended discrete choice modeling notebook with Fair's affair data & STAR98 education analysis. Covers Logit, Probit, GLM, diagnostics, model comparison, marginal effects, and advanced topics like censored regression and count models. Complete with visualizations and validation techniques.
statistical-inference data-analysis logistic-regression statsmodels marginal-effects generalized-linear-models maximum-likelihood-estimation model-comparison statistical-modeling regression-analysis categorical-data binary-choice choice-modeling model-diagnostics discrete-choice-models probit-model
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Updated
Dec 17, 2025 - Jupyter Notebook