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Comparison of Population-Averaged and Subject-Specific Approaches for Analyzing Repeated Binary Outcomes
1998
American Journal of Epidemiology
Several approaches have been proposed to model binary outcomes that arise from longitudinal studies. Most of the approaches can be grouped into two classes: the population-averaged and subject-specific approaches. The generalized estimating equations (GEE) method is commonly used to estimate populationaveraged effects, while random-effects logistic models can be used to estimate subject-specific effects. However, it is not clear to many epidemiologists how these two methods relate to one
doi:10.1093/oxfordjournals.aje.a009511
pmid:9554609
fatcat:cfowt5fcjrga7muiat2q4ofc2m