In this module, we will introduce generalized linear models (GLMs) through the study of binomial data. In particular, we will motivate the need for GLMs; introduce the binomial regression model, ...

id=7745) A solid coverage of the most important parts of the theory and application of regression models, and generalised linear models. Multiple regression and regression diagnostics. Generalised ...

These types of situations can often be modeled well by a large class of regression models called generalized linear models (GLM). We will go over some of the basic statistical concepts of GLM and how ...

Generalised estimation equations (GEE) procedures were developed to analyse longitudinal or repeated measures data with non-normal responses. Linear mixed ... A logistic regression model was ...

Regression models with intractable normalizing constants are valuable tools for analyzing complex data structures, yet ...