In generalized linear models, the response is assumed to possess a probability distribution of the exponential form. That is, the probability density of the response Y for continuous response ...

Generalized functions, also known as distributions, play a crucial role in modern mathematical analysis and theoretical physics, particularly in quantum field theory (QFT). These functions extend ...

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, ...