Categorical Data Analysis Using SAS, Third Edition, 3rd Edition

Chapter 15

Generalized Estimating Equations

Contents

15.1   Introduction

15.2   Methodology

15.2.1   Motivation

15.2.2   Generalized Linear Models

15.2.3   Generalized Estimating Equations Methodology

15.3   Summary of the GEE Methodology

15.3.1   Marginal Model

15.4   Passive Smoking Example

15.5   Using a Modified Wald Statistic to Assess Model Effects

15.6   Crossover Example

15.7   Respiratory Data

15.8   Diagnostic Data

15.9   Using GEE for Count Data

15.10 Fitting the Proportional Odds Model

15.11 GEE Analyses for Data with Missing Values

15.11.1 Crossover Study with Missing Data

15.12 Alternating Logistic Regression

15.12.1 Respiratory Data

15.13 Using GEE to Account for Overdispersion: Univariate Outcome

Appendix A: Steps to Find ...