Criterion for the Selection of a Working Correlation Structure in the Generalized Estimating Equation Approach for Longitudinal Balanced Data

DOI10.1080/03610926.2010.501938zbMath1315.62064OpenAlexW2036932903MaRDI QIDQ2890114

Masahiko Gosho, Isao Yoshimura, Chikuma Hamada

Publication date: 8 June 2012

Published in: Communications in Statistics - Theory and Methods (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610926.2010.501938

zbMATH Keywords

longitudinal datarelative efficiencygeneralized estimating equationcriterionworking correlation structure

Mathematics Subject Classification ID

Estimation in multivariate analysis (62H12) Generalized linear models (logistic models) (62J12)

Related Items (9)

A PRESS statistic for working correlation structure selection in generalized estimating equations ⋮ Intra-cluster correlation structure in longitudinal data analysis: selection criteria and misspecification tests ⋮ Working correlation structure selection in generalized estimating equations ⋮ Generalized estimating equations with stabilized working correlation structure ⋮ GEE-based Bell model for longitudinal count outcomes ⋮ D‐optimal designs of mean‐covariance models for longitudinal data ⋮ Selection of Working Correlation Structure in Weighted Generalized Estimating Equation Method for Incomplete Longitudinal Data ⋮ Criterion for the simultaneous selection of a working correlation structure and either generalized estimating equations or the quadratic inference function approach ⋮ Model selection in the weighted generalized estimating equations for longitudinal data with dropout

Cites Work

• Longitudinal data analysis using generalized linear models
• On some test criteria for covariance matrix
• Akaike's Information Criterion in Generalized Estimating Equations
• Hypothesis testing of regression parameters in semiparametric generalized linear models for cluster correlated data
• Miscellanea. On the efficiency of regression estimators in generalised linear models for longitudinal data
• Efficiency of Regression Estimates for Clustered Data
• Effect of Omitted Confounders on the Analysis of Correlated Binary Data
• Working correlation structure misspecification, estimation and covariate design: Implications for generalised estimating equations performance
• Analysis of Serially Correlated Data Using Quasi-Least Squares
• On the Accuracy of Efficiency of Estimating Equation Approach
• Generalized Estimating Equations
• On the use of a working correlation matrix in using generalised linear models for repeated measures
• A Caveat Concerning Independence Estimating Equations with Multivariate Binary Data
• Selection of Working Correlation Structure and Best Model in GEE Analyses of Longitudinal Data

This page was built for publication: Criterion for the Selection of a Working Correlation Structure in the Generalized Estimating Equation Approach for Longitudinal Balanced Data