Joint model selection of marginal mean regression and correlation structure for longitudinal data with missing outcome and covariates

Chung-Wei Shen; Yi-Hau Chen

doi:10.1002/bimj.201600195

Joint model selection of marginal mean regression and correlation structure for longitudinal data with missing outcome and covariates

Biometrical Journal ◽

10.1002/bimj.201600195 ◽

2017 ◽

Vol 60 (1) ◽

pp. 20-33 ◽

Cited By ~ 1

Author(s):

Chung-Wei Shen ◽

Yi-Hau Chen

Keyword(s):

Model Selection ◽

Longitudinal Data ◽

Joint Model ◽

Correlation Structure ◽

Selection Of

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Selection of Working Correlation Structure in Weighted Generalized Estimating Equation Method for Incomplete Longitudinal Data

Communications in Statistics - Simulation and Computation ◽

10.1080/03610918.2012.698772 ◽

2013 ◽

Vol 43 (1) ◽

pp. 62-81 ◽

Cited By ~ 3

Author(s):

Masahiko Gosho ◽

Chikuma Hamada ◽

Isao Yoshimura

Keyword(s):

Longitudinal Data ◽

Estimating Equation ◽

Correlation Structure ◽

Equation Method ◽

Generalized Estimating Equation ◽

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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Selection of Working Correlation Structure and Best Model in GEE Analyses of Longitudinal Data

Communications in Statistics - Simulation and Computation ◽

10.1080/03610910701539617 ◽

2007 ◽

Vol 36 (5) ◽

pp. 987-996 ◽

Cited By ~ 55

Author(s):

James Cui ◽

Guoqi Qian

Keyword(s):

Longitudinal Data ◽

Correlation Structure ◽

Working Correlation ◽

Selection Of

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Informative Estimation and Selection of Correlation Structure for Longitudinal Data

Journal of the American Statistical Association ◽

10.1080/01621459.2012.682534 ◽

2012 ◽

Vol 107 (498) ◽

pp. 701-710 ◽

Cited By ~ 29

Author(s):

Jianhui Zhou ◽

Annie Qu

Keyword(s):

Longitudinal Data ◽

Correlation Structure ◽

Selection Of

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Deep Learning Model Selection of Suboptimal Complexity

Автоматика и телемеханика ◽

10.31857/s000523100001252-1 ◽

2018 ◽

pp. 129-147

Author(s):

Oleg Bakhteev ◽

◽

Vadim Strijov ◽

Keyword(s):

Deep Learning ◽

Model Selection ◽

Learning Model ◽

Deep Learning Model ◽

Selection Of

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Model selection of extreme learning machine based on latent feature space

Journal of Computer Applications ◽

10.3724/sp.j.1087.2013.01600 ◽

2013 ◽

Vol 33 (6) ◽

pp. 1600-1603

Author(s):

Wentao MAO ◽

Zhongtang ZHAO ◽

Huanhuan HE

Keyword(s):

Model Selection ◽

Extreme Learning Machine ◽

Feature Space ◽

Learning Machine ◽

Selection Of

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A greedy algorithm for model selection of tensor decompositions

2013 IEEE International Conference on Acoustics, Speech and Signal Processing ◽

10.1109/icassp.2013.6638839 ◽

2013 ◽

Cited By ~ 2

Author(s):

Austin J. Brockmeier ◽

Jose C. Principe ◽

Anh Huy Phan ◽

Andrzej Cichocki

Keyword(s):

Model Selection ◽

Greedy Algorithm ◽

Tensor Decompositions ◽

Selection Of

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Bayesian MAP model selection of chain event graphs

Journal of Multivariate Analysis ◽

10.1016/j.jmva.2011.03.008 ◽

2011 ◽

Vol 102 (7) ◽

pp. 1152-1165 ◽

Cited By ~ 9

Author(s):

G. Freeman ◽

J.Q. Smith

Keyword(s):

Model Selection ◽

Selection Of

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Selection of optimal parameter set using estimability analysis and MSE-based model-selection criterion

International Journal of Advanced Mechatronic Systems ◽

10.1504/ijamechs.2011.042615 ◽

2011 ◽

Vol 3 (3) ◽

pp. 188 ◽

Cited By ~ 25

Author(s):

Shaohua Wu ◽

Kevin A.P. McLean ◽

Thomas J. Harris ◽

Kimberley B. McAuley

Keyword(s):

Model Selection ◽

Optimal Parameter ◽

Selection Criterion ◽

Model Selection Criterion ◽

Estimability Analysis ◽

Selection Of

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An R package for model fitting, model selection and the simulation for longitudinal data with dropout missingness

Communications in Statistics - Simulation and Computation ◽

10.1080/03610918.2018.1468457 ◽

2018 ◽

Vol 48 (9) ◽

pp. 2812-2829

Author(s):

Cong Xu ◽

Zheng Li ◽

Yuan Xue ◽

Lijun Zhang ◽

Ming Wang

Keyword(s):

Model Selection ◽

Longitudinal Data ◽

Model Fitting ◽

R Package ◽

Fitting Model

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