Statistical Methods for Categorical Data Analysis, 2nd Edition

Name: Statistical Methods for Categorical Data Analysis, 2nd Edition
Price: 72.21 USD
Availability: InStock
ISBN: 9780123725622

ISBN-10: 0123725623

ISBN-13: 9780123725622

Edition: 2nd 2008

Authors: Daniel Powers Yu Xie

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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 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.

Book details

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



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