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 ◽

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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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 ◽

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 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 ◽

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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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 ◽

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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Approaches for the utilization of multiple criteria to select a working correlation structure for use within generalized estimating equations

Communications in Statistics - Simulation and Computation ◽

10.1080/03610918.2018.1484476 ◽

2018 ◽

Vol 49 (2) ◽

pp. 305-316

Author(s):

Philip M. Westgate

Keyword(s):

Generalized Estimating Equations ◽

Estimating Equations ◽

Multiple Criteria ◽

Correlation Structure ◽

Working Correlation ◽

Generalized Estimating

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Selection of working correlation structure in generalized estimating equations

Statistics in Medicine ◽

10.1002/sim.7262 ◽

2017 ◽

Author(s):

You-Gan Wang ◽

Liya Fu

Keyword(s):

Generalized Estimating Equations ◽

Estimating Equations ◽

Correlation Structure ◽

Working Correlation ◽

Selection Of ◽

Generalized Estimating

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A Call for Caution in Using Information Criteria to Select the Working Correlation Structure in Generalized Estimating Equations

Epidemiology ◽

10.1097/ede.0000000000000889 ◽

2018 ◽

Vol 29 (6) ◽

pp. e51-e52

Author(s):

Wilhemina Adoma Pels ◽

Shomoita Alam ◽

Lindsay N. Carpp ◽

Erica E. M. Moodie

Keyword(s):

Generalized Estimating Equations ◽

Estimating Equations ◽

Information Criteria ◽

Correlation Structure ◽

Working Correlation ◽

Generalized Estimating

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Working-correlation-structure identification in generalized estimating equations

Statistics in Medicine ◽

10.1002/sim.3489 ◽

2009 ◽

Vol 28 (4) ◽

pp. 642-658 ◽

Author(s):

Lin-Yee Hin ◽

You-Gan Wang

Keyword(s):

Generalized Estimating Equations ◽

Estimating Equations ◽

Correlation Structure ◽

Structure Identification ◽

Working Correlation ◽

Generalized Estimating

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