| | A Beginner's Guide to GLM and GLMM with R A Frequentist and Bayesian Perspective for Ecologists by Alain F. Zuur, Joseph M. Hilbe, Elena N. Leno Paperback, 270 Pages, Published 2013 by Highland Statistics Ltd ISBN-13: 978-0-9571741-3-9, ISBN: 0-9571741-3-6
"This book presents Generalized Linear Models (GLM) and Generalized Linear Mixed Models (GLMM) based on both frequency-based and Bayesian concepts. Using ecological data from real-world studies, the text introduces the reader to the basics of GLM and mixed effects models, with demonstrations of binomial, gamma, Poisson, negative binomial regression, and beta and beta-binomial GLMs and GLMMs. The book uses the functions glm, lmer, glmer, ..."
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