Working correlation structure selection in generalized estimating equations

DOI10.1007/s00180-018-0800-4zbMath1417.62211OpenAlexW2794366505MaRDI QIDQ1643022

You-Gan Wang, Yangyang Hao, Liya Fu

Publication date: 18 June 2018

Published in: Computational Statistics (Search for Journal in Brave)

Full work available at URL: https://eprints.qut.edu.au/120401/1/COST-D-14-00298R4Final.pdf

zbMATH Keywords

longitudinal datamodel selectionempirical likelihoodcorrelation information criterion

Mathematics Subject Classification ID

Estimation in multivariate analysis (62H12) Applications of statistics to biology and medical sciences; meta analysis (62P10) Nonparametric estimation (62G05) Generalized linear models (logistic models) (62J12)

Related Items (3)

Marginal M-quantile regression for multivariate dependent data ⋮ Performance of variance estimators in the analysis of longitudinal data with a large cluster size ⋮ Modelling correlated bivariate binary data: a comparative view

Uses Software

• bindata
• corcounts

Cites Work

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• Large Sample Properties of Generalized Method of Moments Estimators
• Longitudinal data analysis using generalized linear models
• Modeling strategies in longitudinal data analysis: covariate, variance function and correlation structure selection
• Criterion for the Selection of a Working Correlation Structure in the Generalized Estimating Equation Approach for Longitudinal Balanced Data
• Akaike's Information Criterion in Generalized Estimating Equations
• Some Covariance Models for Longitudinal Count Data with Overdispersion
• Hypothesis testing of regression parameters in semiparametric generalized linear models for cluster correlated data
• Working correlation structure misspecification, estimation and covariate design: Implications for generalised estimating equations performance
• Analysis of Serially Correlated Data Using Quasi-Least Squares
• A Caveat Concerning Independence Estimating Equations with Multivariate Binary Data
• Selection of Working Correlation Structure in Weighted Generalized Estimating Equation Method for Incomplete Longitudinal Data
• A Modified Pseudolikelihood Approach for Analysis of Longitudinal Data
• Unbiased Estimating Equations From Working Correlation Models for Irregularly Timed Repeated Measures

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