THE STATISTICAL ANALYSIS OF CATEGORICAL DATA - THIRD EDITION - Brossura

Andersen, Erling-B

Brossura

ISBN 10: 3540576967 ISBN 13: 9783540576969

Casa editrice: Springer Verlag, 1994

Riassunto

This monograph on the analysis of categorical data places special emphasis on applications in economics, political science and the social sciences. The book gives a brief theoretical introduction to log-linear modelling of categorical data, and then 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 carefully explained, and the theory and methods are extensively illustrated by real-life data.

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Contenuti

Categorical Data.- Preliminaries.- Statistical Inference.- Two-way Contingency Tables.- Three-way Contingency Tables.- Multi-dimension Contingency Tables.- Incomplete Tables, Separability and Collapsibility.- The Logit Model.- Logistic Regression Analysis.- Models for the Interactions.- Correspondence Analysis.- Latent Structure Analysis.- Computer Programs.

Dettagli dell?edizione

• Editore: Springer Verlag
• Data di pubblicazione: 1994
• Lingua: Inglese
• ISBN 10: 3540576967
• ISBN 13: 9783540576969
• Rilegatura: Copertina flessibile
• Numero edizione: 3
• Numero di pagine: 544
• Contatto del produttore: Springer Nature Customer Service Center GmbH; ProductSafety@springernature.com