An Introduction to Generalized Linear Models 3rd by Annette J. Dobson

An Introduction to Generalized Linear Models 3rd by Annette J. DobsonISBN 9781584889502The original purpose of the book was to present a unified theoretical andconceptual framework for statistical modelling in a way that was accessible toundergraduate students and researchers in other fields.The second edition was expanded to include nominal and ordinal logisticregression, survival analysis and analysis of longitudinal and clustered data.It relied more on numerical methods, visualizing numerical optimization andgraphical methods for exploratory data analysis and checking model fit. Thesefeatures have been extended further in this new edition.