An Introduction to Categorical Data Analysis - Hardcover

Agresti, Alan

Hardcover

ISBN 10: 0471226181 ISBN 13: 9780471226185

Publisher: Wiley-Interscience, 2007

Synopsis

The first edition of this text has sold over 19,600 copies. However, the use of statistical methods for categorical data has increased dramatically in recent years, particularly for applications in the biomedical and social sciences. A second edition of the introductory version of the book will suit it nicely. Wiley also published a second edition of Categorical Data Analysis, which is an advanced, more technical text, in 2003.

 

About this title

From the Publisher

A non-technical introductory featuring the most important techniques for analyzing categorical data such as classical inferences for two-and-three way contingency tables, logistic regression, log linear models and matched-pairs data. Contains more than 200 exercises and more than 100 examples of authentic data sets. An appendix describes the use of computer packages to perform analyses in the text.

From the Back Cover

Praise for the First Edition

"This is a superb text from which to teach categorical data analysis, at a variety of levels. . . [t]his book can be very highly recommended."
―Short Book Reviews

"Of great interest to potential readers is the variety of fields that are represented in the examples: health care, financial, government, product marketing, and sports, to name a few."
―Journal of Quality Technology

"Alan Agresti has written another brilliant account of the analysis of categorical data."
―The Statistician

The use of statistical methods for categorical data is ever increasing in today's world. An Introduction to Categorical Data Analysis, Second Edition provides an applied introduction to the most important methods for analyzing categorical data. This new edition summarizes methods that have long played a prominent role in data analysis, such as chi-squared tests, and also places special emphasis on logistic regression and other modeling techniques for univariate and correlated multivariate categorical responses.

This Second Edition features:

• Two new chapters on the methods for clustered data, with an emphasis on generalized estimating equations (GEE) and random effects models
• A unified perspective based on generalized linear models
• An emphasis on logistic regression modeling
• An appendix that demonstrates the use of SAS® for all methods
• An entertaining historical perspective on the development of the methods
• Specialized methods for ordinal data, small samples, multicategory data, and matched pairs
• More than 100 analyses of real data sets and nearly 300 exercises

Written in an applied, nontechnical style, the book illustrates methods using a wide variety of real data, including medical clinical trials, drug use by teenagers, basketball shooting, horseshoe crab mating, environmental opinions, correlates of happiness, and much more.

An Introduction to Categorical Data Analysis, Second Edition 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.

Edition details

• Publisher: Wiley-Interscience
• Publication date: 2007
• ISBN 10: 0471226181
• ISBN 13: 9780471226185
• Binding: Hardcover
• Language: English
• Edition number: 2
• Number of pages: 372