A Beginner’s Guide to Generalized Linear Models (GLMs)
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.
linear-models
A Beginner’s Guide to Linear Programming and the Simplex Algorithm
Tackling a wide range of optimization problems.
GLMs Part I: A Rigorous Mathematical Formulation | by Andrew Rothman | Apr,
Intuition for Unifying Theory of GLMs with Derivations in Canonical and Non-Canonical Forms
GLMs Part II: Newton-Raphson, Fisher Scoring, & Iteratively Reweighted Leas
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…