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The Statistical Analysis of Categorical Data

✍ Scribed by Professor Dr. Erling B. Andersen (auth.)

Publisher
Springer Berlin Heidelberg
Year
1991
Tongue
English
Leaves
541
Category
Library
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✦ Synopsis

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.

✦ Table of Contents

Front Matter....Pages I-XI
Categorical Data....Pages 1-8
Preliminaries....Pages 9-24
Statistical Inference....Pages 25-88
Two-way Contingency Tables....Pages 89-130
Three-way Contingency Tables....Pages 131-178
Multi-dimensional Contingency Tables....Pages 179-211
Incomplete Tables, Separability and Collapsibility....Pages 212-238
The Logit Model....Pages 239-268
Logistic Regression Analysis....Pages 269-319
Models for the Interactions....Pages 320-361
Correspondence Analysis....Pages 362-405
Latent Structure Analysis....Pages 406-494
Computer programs....Pages 495-503
Back Matter....Pages 504-532

✦ Subjects

Statistics for Business/Economics/Mathematical Finance/Insurance; Economic Theory

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