linear-models — my Raindrop.io articles

Generated 27 Mar 2026
Brian Piercy by Brian Piercy
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A Beginner’s Guide to Generalized Linear Models (GLMs)
23 Jul 2025
statology.org

A standard linear regression assumes the outcome is continuous and normally distributed, which just doesn’t hold up in many of these cases. That’s where GLMs come in.

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A Beginner’s Guide to Linear Programming and the Simplex Algorithm
23 Jan 2023
towardsdatascience.com

Tackling a wide range of optimization problems.

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GLMs Part I: A Rigorous Mathematical Formulation | by Andrew Rothman | Apr,
5 May 2021
towardsdatascience.com

Intuition for Unifying Theory of GLMs with Derivations in Canonical and Non-Canonical Forms

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GLMs Part II: Newton-Raphson, Fisher Scoring, & Iteratively Reweighted Leas
5 May 2021
towardsdatascience.com

Generalized Linear Models (GLMs) play a critical role in fields including Statistics, Data Science, Machine Learning, and other computational sciences. In Part I of this Series, we provided a…