Statistical Analysis of Categorical Data
Publisher: Springer London, Limited
Published: 2012
Language: eng
Number of pages: 532
ISBN-13: 9783642973536
Description: This book is about the analysis of categorical data with special emphasis onapplications in economics, political science and the social sciences. The book gives a brief theoretical introduction to log-linear modeling of categorical data, then gives 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 like the use of association graphs, residuals and regression diagnostics are carefully explained, and the theory and methods are extensively illustrated by real-life data.