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11 Introduction to Analysis Methods for Longitudinal / clustered Data, Part 3: Generalized Estimating EquationsMark A. Weaver, PhDFamily Health InternationalOffice of AIDS Research, NIHICSSC, FHI Goa, India, September 200922 Objectives1. To develop a basic conceptual understanding of what generalized estimating equation (GEE) Methods are and2. When they might be applicable3. With a focus on interpretation of results33 What are GEE? GEE (Liang and Zeger, 1986) provide a method of inference for a wide variety of models when responses are correlated Linear regression (for continuous outcomes) Logistic regression (for binary outcomes) Poisson regression (for outcomes that are counts) Proportional odds (for ordinal categorical outcomes)44 What are GEE?
1 1 Introduction to Analysis Methods for Longitudinal/Clustered Data, Part 3: Generalized Estimating Equations Mark A. Weaver, PhD Family Health International
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