Improving the correlation structure selection approach for generalized estimating equations and balanced longitudinal data

Philip M. Westgate

doi:10.1002/sim.6106

Improving the correlation structure selection approach for generalized estimating equations and balanced longitudinal data

Statistics in Medicine ◽

10.1002/sim.6106 ◽

2014 ◽

Vol 33 (13) ◽

pp. 2222-2237 ◽

Cited By ~ 18

Author(s):

Philip M. Westgate

Keyword(s):

Longitudinal Data ◽

Generalized Estimating Equations ◽

Estimating Equations ◽

Correlation Structure ◽

Structure Selection ◽

Selection Approach ◽

Generalized Estimating

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A PRESS statistic for working correlation structure selection in generalized estimating equations

Journal of Applied Statistics ◽

10.1080/02664763.2018.1508560 ◽

2018 ◽

Vol 46 (4) ◽

pp. 621-637

Author(s):

Gul Inan ◽

Mahbub A. H. M. Latif ◽

John Preisser

Keyword(s):

Generalized Estimating Equations ◽

Estimating Equations ◽

Correlation Structure ◽

Structure Selection ◽

Working Correlation ◽

Generalized Estimating

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A Comparison of Correlation Structure Selection Penalties for Generalized Estimating Equations

The American Statistician ◽

10.1080/00031305.2016.1200490 ◽

2017 ◽

Vol 71 (4) ◽

pp. 344-353 ◽

Cited By ~ 7

Author(s):

Philip M. Westgate ◽

Woodrow W. Burchett

Keyword(s):

Generalized Estimating Equations ◽

Estimating Equations ◽

Correlation Structure ◽

Structure Selection ◽

Generalized Estimating

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A determinant-based criterion for working correlation structure selection in generalized estimating equations

Statistics in Medicine ◽

10.1002/sim.6821 ◽

2015 ◽

Vol 35 (11) ◽

pp. 1819-1833 ◽

Cited By ~ 4

Author(s):

Ajmery Jaman ◽

Mahbub A. H. M. Latif ◽

Wasimul Bari ◽

Abdus S. Wahed

Keyword(s):

Generalized Estimating Equations ◽

Estimating Equations ◽

Correlation Structure ◽

Structure Selection ◽

Working Correlation ◽

Generalized Estimating

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Working correlation structure selection in generalized estimating equations

Computational Statistics ◽

10.1007/s00180-018-0800-4 ◽

2018 ◽

Vol 33 (2) ◽

pp. 983-996

Author(s):

Liya Fu ◽

Yangyang Hao ◽

You-Gan Wang

Keyword(s):

Generalized Estimating Equations ◽

Estimating Equations ◽

Correlation Structure ◽

Structure Selection ◽

Working Correlation ◽

Generalized Estimating

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Practical issues in using generalized estimating equations for inference on transitions in longitudinal data: What is being estimated?

Statistics in Medicine ◽

10.1002/sim.8014 ◽

2018 ◽

Vol 38 (6) ◽

pp. 903-916 ◽

Cited By ~ 1

Author(s):

Joe Bible ◽

Paul S. Albert ◽

Bruce G. Simons-Morton ◽

Danping Liu

Keyword(s):

Longitudinal Data ◽

Generalized Estimating Equations ◽

Estimating Equations ◽

Generalized Estimating

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Longitudinal Data III: Generalized Estimating Equations and Generalized Mixed Models: Treating Toenail Infection

A Handbook of Statistical Analyses using SAS ◽

10.1201/9781584887850-17 ◽

2008 ◽

pp. 267-284

Keyword(s):

Longitudinal Data ◽

Mixed Models ◽

Generalized Estimating Equations ◽

Estimating Equations ◽

Generalized Estimating

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Generalized estimating equations for longitudinal data analysis

Chapman & Hall/CRC Handbooks of Modern Statistical Methods - Longitudinal Data Analysis ◽

10.1201/9781420011579.ch3 ◽

2008 ◽

pp. 43-78 ◽

Cited By ~ 4

Author(s):

Stuart Lipsitz ◽

Garrett Fitzmaurice

Keyword(s):

Data Analysis ◽

Longitudinal Data ◽

Generalized Estimating Equations ◽

Longitudinal Data Analysis ◽

Estimating Equations ◽

Generalized Estimating

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Correlation structure and variable selection in generalized estimating equations via composite likelihood information criteria

Statistics in Medicine ◽

10.1002/sim.6871 ◽

2016 ◽

Vol 35 (14) ◽

pp. 2377-2390

Author(s):

Aristidis K. Nikoloulopoulos

Keyword(s):

Variable Selection ◽

Generalized Estimating Equations ◽

Estimating Equations ◽

Information Criteria ◽

Composite Likelihood ◽

Correlation Structure ◽

Generalized Estimating

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Criterion for the simultaneous selection of a working correlation structure and either generalized estimating equations or the quadratic inference function approach

Biometrical Journal ◽

10.1002/bimj.201300098 ◽

2014 ◽

Vol 56 (3) ◽

pp. 461-476 ◽

Cited By ~ 15

Author(s):

Philip M. Westgate

Keyword(s):

Generalized Estimating Equations ◽

Estimating Equations ◽

Function Approach ◽

Correlation Structure ◽

Quadratic Inference Function ◽

Simultaneous Selection ◽

Working Correlation ◽

Selection Of ◽

Generalized Estimating

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Model selection of generalized estimating equations with multiply imputed longitudinal data

Biometrical Journal ◽

10.1002/bimj.201200236 ◽

2013 ◽

Vol 55 (6) ◽

pp. 899-911 ◽

Cited By ~ 20

Author(s):

Chung-Wei Shen ◽

Yi-Hau Chen

Keyword(s):

Model Selection ◽

Longitudinal Data ◽

Generalized Estimating Equations ◽

Estimating Equations ◽

Selection Of ◽

Multiply Imputed ◽

Generalized Estimating

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