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The Statistical Analysis of Categorical Data
Author
Title
The Statistical Analysis of Categorical Data [electronic resource] / by Erling B. Andersen.
ISBN
9783642788178
Edition
Third Edition.
Published
Berlin, Heidelberg : Springer Berlin Heidelberg, 1994.
Physical Description
1 online resource.
Local Notes
Access is available to the Yale community.
Access and use
Access restricted by licensing agreement.
Summary
This book is about the analysis of categorical data with special emphasis on applications 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.
Variant and related titles
Springer ebooks.
Other formats
Printed edition:
Format
Books / Online
Language
English
Added to Catalog
February 05, 2013
Contents
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.
Subjects
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