A caution in the use of multiple criteria for selecting working correlation structure in generalized estimating equations

DOI10.1080/03610918.2021.1871924MaRDI QIDQ6116468

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Publication date: 18 July 2023

Published in: Communications in Statistics - Simulation and Computation (Search for Journal in Brave)

zbMATH Keywords

multiple criteriageneralized estimating equationsdeterminant-based criterionGaussian pseudo-likelihoodcorrelation structure selectiontrace of empirical covariance matrix

Mathematics Subject Classification ID

Statistics (62-XX)

Cites Work

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• Longitudinal data analysis using generalized linear models
• A Covariance Estimator for GEE with Improved Small‐Sample Properties
• Generalized linear models
• Akaike's Information Criterion in Generalized Estimating Equations
• Hypothesis testing of regression parameters in semiparametric generalized linear models for cluster correlated data
• Analysis of Serially Correlated Data Using Quasi-Least Squares
• A PRESS statistic for working correlation structure selection in generalized estimating equations
• Approaches for the utilization of multiple criteria to select a working correlation structure for use within generalized estimating equations
• A Comparison of Correlation Structure Selection Penalties for Generalized Estimating Equations

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