Multivariate Generalized Linear Mixed Models Using R

by Damon Mark Berridge, Robert Crouchley, Daniel Grose

This book provides a foundation for the application of methods for analyzing multivariate generalized linear mixed models using R. It covers the necessary background in GLMs, mixed models, and multivariate data analysis, and combines them to provide methodology for MGLMs. It has a practical focus, with examples throughout, a supplementary R package for all the models, and detailed case studies. The second edition has been updated with an R package for all models and more detailed case studies.

400 pages, ebook

First published January 26, 2011