An Introduction to Categorical Data Analysis, Second Edition

✍ Scribed by Alan Agresti(auth.)

• Year: 2007
• Tongue: English
• Leaves: 388
• Series: Wiley Series in Probability and Statistics
• Category: Library

✦ 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.

 Content:
Chapter 1 Introduction (pages 1–20):
Chapter 2 Contingency Tables (pages 21–64):
Chapter 3 Generalized Linear Models (pages 65–98):
Chapter 4 Logistic Regression (pages 99–136):
Chapter 5 Building and Applying Logistic Regression Models (pages 137–172):
Chapter 6 Multicategory Logit Models (pages 173–203):
Chapter 7 Loglinear Models for Contingency Tables (pages 204–243):
Chapter 8 Models for Matched Pairs (pages 244–275):
Chapter 9 Modeling Correlated, Clustered Responses (pages 276–296):
Chapter 10 Random Effects: Generalized Linear Mixed Models (pages 297–324):
Chapter 11 A Historical Tour of Categorical Data Analysis (pages 325–331):