Generalized Models
Oct 29, 2025
Score and Information - GLMMs
This post is just a catch-all for my derivations for my score test project. Our set-up is as follows. We have $n$ observations coming from $k$ different clusters, each of...
Jun 4, 2025
Generalized Linear Mixed Models
This post is a primer on generalized linear mixed models (GLMM) and their associated estimation procedures. Throughout this post, we perform derivatives of matrices, vectors, and scalars. We denote all...
Jun 3, 2025
Generalized Linear Models
This post is a primer on generalized linear models and their associated estimation procedures. Set-Up Let’s assume we have covariate matrix, $\mathbf{X}$, response vector $\mathbf{y}$, and parameter (coefficient) vector, $\beta$,...