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gamma-regression

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GLM regression (logistic, linear, Poisson, Gamma, Tweedie, negative binomial, multinomial) in pure DuckDB SQL — fit, predict & evaluate as table macros, with ridge, offset/exposure & weights

  • Updated Jul 14, 2026
  • Python

A comprehensive explanation of Generalized Linear Models (GLMs) with Python examples, covering Binomial, Gamma, and Gaussian families, model diagnostics, formula interface, and alternative estimation approaches using statsmodels.

  • Updated Dec 17, 2025
  • Jupyter Notebook

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