Analysis of Categorical Data with R

Analysis of Categorical Data with R, 2nd Edition, is a textbook that presents categorical data analysis within the R software environment. It guides readers through the selection, implementation, and interpretation of statistical procedures for categorical variables.

Core coverage addresses model building and assessment methods for binary, multicategory, and count response variables. Foundational concepts such as odds ratios and probability estimation are paired with advice on which procedures to choose and why to use them.

Requiring no prior experience with R, the book serves classroom instruction, self-study, and research across quantitative disciplines. Learning is supported by applied examples alongside dedicated companion website resources.