Offering a comprehensive introduction to the methods for categorical data analysis, this book presents the most prominent methods in the field. Now in its second edition, Categorical Data Analysis also includes the latest methods for correlated multivariate categorical responses.

Readers will find a unified generalized linear models approach that connects logistic repression and Poisson and negative binomial regression for discrete data with normal regression for continuous data.