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Author Andersen, Erling B
Title The Statistical Analysis of Categorical Data [electronic resource] / by Erling B. Andersen
Imprint Berlin, Heidelberg : Springer Berlin Heidelberg, 1994
book jacket
Edition Third edition
Descript 1 online resource (xii, 532 pages)
text txt rdacontent
computer c rdamedia
online resource cr rdacarrier
Note 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
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
Link Print version: 9783642788192
Subject Statistics
Economics -- Statistics
Economics. fast (OCoLC)fst00902116
Statistics. fast (OCoLC)fst01132103
Electronic books
Statistics. fast (OCoLC)fst01423727
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