Chapter 11. Analyzing Repeated Categorical Response Data
Published Online: 26 MAR 2003
DOI: 10.1002/0471249688.ch11
Copyright © 2002 John Wiley & Sons, Inc.
Book Title
Categorical Data Analysis, Second Edition
Additional Information
How to Cite
Agresti, A. (2003) Analyzing Repeated Categorical Response Data, in Categorical Data Analysis, Second Edition, John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/0471249688.ch11
Publication History
- Published Online: 26 MAR 2003
- Published Print: 3 JUL 2002
Book Series:
ISBN Information
Print ISBN: 9780471360933
Online ISBN: 9780471249689
- Summary
- Chapter
Keywords:
- repeated measures;
- population-averaged;
- generalized estimating equations;
- GEE;
- quasi likelihood;
- Markov chains;
- transitional models
Summary
Chapter 11 focuses on methods of analyzing repeated categorical response data, with emphasis on marginal models. It presents both the maximum likelihood approach and the generalized estimating equations (GEE) approach to marginal modeling. It also discusses quasi likelihood in greater detail and shows how GEE is a multivariate version of it. The chapter ends with discussion of Markov Chain models for transitional modeling.