An Introduction to Categorical Data Analysis (Wiley Series in Probability and Statistics)
Language: English
Published by Wiley-Interscience, 1996
Series: Book 150 of 358 - Wiley Series in Probability and Statistics
- Hardcover
- Used
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- Title
- An Introduction to Categorical Data Analysis (Wiley Series in Probability and Statistics)
- Author
- Agresti, Alan
- Publisher
- Wiley-Interscience
- Publication year
- 1996
- Condition
- Very Good
- Binding
- hardcover
- Language
- English
- ISBN 10
- 0471113387
- ISBN 13
- 9780471113386
- Edition
- Copyright 1996.
- Series
- Book 150 of 358: Wiley Series in Probability and Statistics
Special features of the book include:
Emphasis on logistic regression modeling of binary data and Poisson regression modeling of count data
A unified perspective, based on generalized linear models, that connects these methods with standard regression methods for normally–distributed data
An appendix showing the use of a new SAS procedure (GENMOD) for generalized linear modeling that can conduct nearly all methods presented in the book
An entertaining historical perspective of the development of the methods
Specialized methods for ordinal data, small samples, multicategory data, and matched pairs
More than 100 examples of real data sets and more than 200 exercises
Writing in an applied, nontechnical style, Alan Agresti illustrates methods using a wide variety of real data, including alcohol, cigarette, and marijuana use by teenagers; AZT use and delay of AIDS; space shuttle launches and O–ring failure; passive smoking and lung cancer; and much more. An Introduction to Categorical Data Analysis is an invaluable tool for social, behavioral, and biomedical scientists, as well as researchers in public health, marketing, education, biological and agricultural sciences, and industrial quality control.
An Instructor′s Manual presenting detailed solutions to all the problems in the book is available from the Wiley editorial department.
"Synopsis" may belong to another edition of this title.
About the Author
"About the title" may belong to another edition of this title.
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