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, ...

Liang & Zeger (1986) introduced a generalised estimating equations approach based on a `working' correlation matrix to obtain consistent and efficient estimators of regression parameters in the class ...

Comparing regression coefficients between models when one model is nested within another is of great practical interest when two explanations of a given phenomenon are specified as linear models. The ...