Introduction to the Statistical Analysis of Categorical Data

✍ Scribed by Prof. Erling B. Andersen (auth.)

Publisher: Springer-Verlag Berlin Heidelberg
Year: 1997
Tongue: English
Leaves: 273
Edition: 1
Category: Library

No coin nor oath required. For personal study only.

✦ Synopsis

This book deals with the analysis of categorical data. Statistical models, especially log-linear models for contingency tables and logistic regression, are described and applied to real life data. Special emphasis is given to the use of graphical methods. The book is intended as a text for both undergraduate and graduate courses for statisticians, applied statisticians, social scientists, economists and epidemiologists. Many examples and exercises with solutions should help the reader to understand the material.

✦ Table of Contents

Front Matter....Pages i-x
Introduction....Pages 1-5
Basic Theory....Pages 6-41
Three-way contingency tables....Pages 42-83
Multi-dimensional contingency tables....Pages 84-126
Incomplete Tables....Pages 127-140
The Logit Model....Pages 141-156
Logistic Regression Analysis....Pages 157-203
Association Models....Pages 204-234
Back Matter....Pages 235-265

✦ Subjects

Statistics for Business/Economics/Mathematical Finance/Insurance; Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law; Economic Theory

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