Categorical Data Analysis Using The SAS® System, 2nd Edition

Chapter 15. Generalized Estimating Equations

Chapter Table of Contents
15.1	Introduction		471
15.2	Methodology		471
	15.2.1	Motivation	471
	15.2.2	Generalized Linear Models	473
	15.2.3	Generalized Estimating Equations Methodology	474
15.3	Summary of the GEE Methodology		478
15.4	Passive Smoking Example		480
15.5	Crossover Example		487
15.6	Respiratory Data		494
15.7	Using a Modified Wald Statistic to Assess Model Effects		503
15.8	Diagnostic Data		505
15.9	Using GEE for Count Data		510
15.10	Fitting the Proportional Odds Model		514
15.11	GEE Analyses for Data with Missing Values		518
15.12	Alternating Logistic Regression		527
	15.12.1	Respiratory Data	529
15.13	Using GEE to Fit a Partial Proportional Odds Model: Univariate Outcome		533
15.14	Using GEE to Account for Overdispersion: Univariate Outcome		541
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