(eBook PDF) An Introduction to Categorical Data Analysis by Alan Agresti

(eBook PDF) An Introduction to Categorical Data Analysis by Alan Agresti – Digital Ebook – Instant Delivery Download

product details:

• ISBN-10 ‏ : ‎ 0471226181
• ISBN-13 ‏ : ‎ 978-0471226185
• Author:  Alan Agresti

“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.

table of contents:

1 Introduction 1

2 Analyzing Contingency Tables 25

3 Generalized Linear Models 65

4 Logistic Regression 89

5 Building and Applying Logistic Regression Models 123

6 Multicategory Logit Models 159

7 Loglinear Models for Contingency Tables and Counts 193

8 Models for Matched Pairs 227

9 Marginal Modeling of Correlated, Clustered Responses 253

10 Random Effects: Generalized Linear Mixed Models 273

11 Classification and Smoothing * 299

12 A Historical Tour of Categorical Data Analysis * 325

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