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Statistical Methods for Categorical Data Analysis, 2nd Edition

ISBN-10: 0123725623
ISBN-13: 9780123725622
Edition: 2nd 2008
List price: $44.99 Buy it from $17.30
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Description: Statistical Methods for Categorical Data Analysis by Daniel A. Powers and Yu Xie provides a comprehensive introduction to methods and models for categorical data analysis and their applications in social science research. An explicit aim of the book  More...

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Book details

List price: $44.99
Edition: 2nd
Copyright year: 2008
Publisher: Emerald Publishing Limited
Publication date: 10/1/2008
Binding: Hardcover
Pages: 317
Size: 6.50" wide x 9.25" long x 0.75" tall
Weight: 1.496
Language: English

Statistical Methods for Categorical Data Analysis by Daniel A. Powers and Yu Xie provides a comprehensive introduction to methods and models for categorical data analysis and their applications in social science research. An explicit aim of the book is to integrate the transformational and the latent variable approach, two diverse but complementary traditions dealing with the analysis of categorical data. This is the first introductory text to cover models and methods for discrete dependent variables, cross-classifications, and longitudinal data in a rigorous, yet accessible, manner in a single volume.

List of Figures
List of Tables
Preface
Introduction
Review of Linear Regression Models
Models for Binary Data
Loglinear Models for Contingency Tables
Multilevel Models for Binary Data
Statistical Models for Event Occurrence
Models for Ordinal Dependent Variables
Models for Nominal Dependent Variables
The Matrix Approach to Regression
Maximum Likelihood Estimation
References
Index

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