Correlation Structure and Model Selection for Negative Binomial Distribution in GEE

DOI10.1080/03610910802446985zbMath1161.62385OpenAlexW2069406564MaRDI QIDQ3616262

Liyun Feng, Jisheng Cui

Publication date: 24 March 2009

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

Full work available at URL: https://doi.org/10.1080/03610910802446985

zbMATH Keywords

longitudinalGEEnegative binomialQIC

Mathematics Subject Classification ID

Software, source code, etc. for problems pertaining to statistics (62-04) Applications of statistics to biology and medical sciences; meta analysis (62P10) Generalized linear models (logistic models) (62J12)

Uses Software

• Stata
• qic

Cites Work

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• Longitudinal data analysis using generalized linear models
• Random-Effects Models for Longitudinal Data
• Akaike's Information Criterion in Generalized Estimating Equations
• Estimation of the Negative Binomial Parameter κ by Maximum Quasi -Likelihood
• Negative binomial and mixed poisson regression
• Generalized Estimating Equations
• Negative Binomial Regression
• Selection of Working Correlation Structure and Best Model in GEE Analyses of Longitudinal Data
• Modeling Longitudinal Data
• Negative binomial loglinear mixed models
• A new look at the statistical model identification

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