The Statistical Analysis of Categorical Data

This study describes the analysis of categorical data, emphasizing applications in economics, political science and the social sciences. The book gives a brief theoretical introduction to log-linear modelling of categorical data, followed by an up-to-date account of models and methods for the statistical analysis of categorical data, including recent developments in logistic regression models, correspondence analysis and latent structure analysis. Also treated are the RC association models brought to prominence in recent years by Leo Goodman. New statistical features such as the use of association graphs, residuals and regression diagnostics are explained, and the theory and methods are extensively illustrated.