This textbook presents an introduction to generalized linear models, complete with real-world data sets and practice problems, making it applicable for both beg

This book is designed with teaching and learning in mind. It uses introductions, chapter summaries, exercises, short answers, simple, clear examples, examples o

A Hands-On Way to Learning Data AnalysisPart of the core of statistics, linear models are used to make predictions and explain the relationship between the resp

Since their introduction, hierarchical generalized linear models (HGLMs) have proven useful in various fields by allowing random effects in regression models. I

This book describes how generalised linear modelling procedures can be used in many different fields, without becoming entangled in problems of statistical infe