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bernoulli-trial

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vadimtyuryaev / IRLS

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A hands‑on, first‑principles guide to fitting logistic regression via the Iteratively Reweighted Least Squares (IRLS) algorithm complete with mathematical derivations, R code from scratch, and a real‑world S&P data case study to bring your statistical modeling skills to the next level.

logistic-regression glm newton-raphson irls numerical-stability scoring-algorithm fisher-information bernoulli-trial canonical-links binomial-data
  • Updated May 16, 2025
  • R

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