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Categorical Data Analysis

Categorical Data Analysis - 3rd edition

ISBN13: 978-0470463635

Cover of Categorical Data Analysis 3RD 13 (ISBN 978-0470463635)
ISBN13: 978-0470463635
ISBN10: 0470463635
Cover type: Hardback
Edition/Copyright: 3RD 13
Publisher: John Wiley & Sons, Inc.
Published: 2013
International: No
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Categorical Data Analysis - 3RD 13 edition

ISBN13: 978-0470463635

Alan Agresti

ISBN13: 978-0470463635
ISBN10: 0470463635
Cover type: Hardback
Edition/Copyright: 3RD 13
Publisher: John Wiley & Sons, Inc.

Published: 2013
International: No
Summary

A classic in its own right, this book continues to provide an introduction to modern generalized linear models for categorical variables. The text emphasizes methods that are most commonly used in practical application, such as classical inferences for two- and three-way contingency tables, logistic regression, loglinear models, models for multinomial (nominal and ordinal) responses, and methods for repeated measurement and other forms of clustered, correlated response data. Chapter headings remain essentially with the exception of a new one on Bayesian inference for parametric models. Other major changes include an expansion of clustered data, new research on analysis of data sets with robust variables, extensive discussions of ordinal data, more on interpretation, and additional exercises throughout the book. R and SAS are now showcased as the software of choice. An author web site with solutions, commentaries, software programs, and data sets is available.

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