Categorical Data Analysis, Third Edition provides a comprehensive overview of the latest methods for analyzing univariate and correlated multivariate categorical responses. It introduces a unified approach using generalized linear models, connecting logistic regression with Poisson and negative binomial loglinear models for discrete data, alongside normal regression for continuous data. ALAN AGRESTI, Distinguished Professor Emeritus in the Department of Statistics at the University of Florida, has conducted categorical data methods short courses globally.