Generalized Estimating Equations

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Authors

James W. Hardin · University of South Carolina

Joseph M. Hilbe · Arizona State University

Abstract

Although powerful and flexible, the method of generalized linear models (GLM) is limited in its ability to accurately deal with longitudinal and clustered data. Developed specifically to accommodate these data types, the method of Generalized Estimating Equations (GEE) extends the GLM algorithm to accommodate the correlated data encountered in heal

Topics & Keywords

Advanced Clustering Algorithms Research Neural Networks and Applications

Publication Details

DOI: 10.1201/9781420035285

Field-Weighted Citation Impact: 10.69

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Generalized Estimating Equations

Authors

Abstract

Topics & Keywords

Publication Details