Annette J. Dobson and Adrian G. Barnett, An Introduction to Generalized
Linear Models, 4th edition, Chapman & Hall/CRC, 2018. The MATH5806 text:
exponential family, estimation and inference, normal linear models,
binomial and Poisson regression, contingency tables, survival analysis,
clustered and longitudinal data, Bayesian methods and MCMC. The book’s
datasets ship in the dobson R package.
Solutions to every exercise live at Solutions to Dobson & Barnett’s An Introduction to Generalized Linear Models.
/blog/pgrad-unsw/math5806//words/library/books/an_introduction_to_generalized_linear_models//words/library/books/Here are the books that I have taken the time to create metadata and/or notes for.