Model selection of generalized estimating equations with multiply imputed longitudinal data

Chung-Wei Shen; Yi-Hau Chen

doi:10.1002/bimj.201200236

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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Model selection in the weighted generalized estimating equations for longitudinal data with dropout

Biometrical Journal ◽

10.1002/bimj.201400045 ◽

2015 ◽

Vol 58 (3) ◽

pp. 570-587 ◽

Cited By ~ 8

Author(s):

Masahiko Gosho

Keyword(s):

Model Selection ◽

Longitudinal Data ◽

Generalized Estimating Equations ◽

Estimating Equations ◽

Generalized Estimating

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Model selection criterion based on the prediction mean squared error in generalized estimating equations

Hiroshima Mathematical Journal ◽

10.32917/hmj/1544238030 ◽

2018 ◽

Vol 48 (3) ◽

pp. 307-334

Author(s):

Yu Inatsu ◽

Shinpei Imori

Keyword(s):

Model Selection ◽

Generalized Estimating Equations ◽

Mean Squared Error ◽

Selection Criterion ◽

Estimating Equations ◽

Model Selection Criterion ◽

Squared Error ◽

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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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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Generalized estimating equations with model selection for comparing dependent categorical agreement data

Computational Statistics & Data Analysis ◽

10.1016/j.csda.2011.02.002 ◽

2011 ◽

Vol 55 (7) ◽

pp. 2354-2362 ◽

Cited By ~ 3

Author(s):

Miao-Yu Tsai ◽

Jung-Feng Wang ◽

Jia-Ling Wu

Keyword(s):

Model Selection ◽

Generalized Estimating Equations ◽

Estimating Equations ◽

Selection For ◽

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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Comparison of Generalized Estimating Equations and Quadratic Inference Function in Longitudinal data of Bipolar I Disorder dataest in Mazandaran 2007-2011

Journal of North Khorasan University of Medical Sciences ◽

10.29252/jnkums.7.4.705 ◽

2016 ◽

Vol 7 (4) ◽

pp. 705-715

Author(s):

A Abadi ◽

Z Geraili ◽

j Yazdani ◽

M Bakhtiari ◽

S Saadat

Keyword(s):

Longitudinal Data ◽

Generalized Estimating Equations ◽

Estimating Equations ◽

Bipolar I Disorder ◽

Quadratic Inference Function ◽

Generalized Estimating

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Inference properties of QIC in the selection of covariates for generalized estimating equations

International Mathematical Forum ◽

10.12988/imf.2019.9315 ◽

2019 ◽

Vol 14 (4) ◽

pp. 149-157

Author(s):

Robert N. Nyabwanga ◽

Fredrick Onyango ◽

Edgar O. Otumba

Keyword(s):

Generalized Estimating Equations ◽

Estimating Equations ◽

Selection Of ◽

Generalized Estimating

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