Automatic Variable Selection for Single-Index Random Effects Models with Longitudinal Data

Suigen Yang; Liugen Xue

doi:10.4236/ojs.2014.43022

Automatic Variable Selection for Single-Index Random Effects Models with Longitudinal Data

Open Journal of Statistics ◽

10.4236/ojs.2014.43022 ◽

2014 ◽

Vol 04 (03) ◽

pp. 230-237

Author(s):

Suigen Yang ◽

Liugen Xue

Keyword(s):

Variable Selection ◽

Longitudinal Data ◽

Random Effects ◽

Random Effects Models ◽

Single Index ◽

Selection For

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Variable selection for semiparametric random-effects conditional density models with longitudinal data

Communication in Statistics- Theory and Methods ◽

10.1080/03610926.2018.1554130 ◽

2018 ◽

Vol 49 (4) ◽

pp. 977-996

Author(s):

Xiaohui Yuan ◽

Yue Wang ◽

Tianqing Liu

Keyword(s):

Variable Selection ◽

Longitudinal Data ◽

Random Effects ◽

Conditional Density ◽

Selection For

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Simultaneous confidence band for single-index random effects models with longitudinal data

Statistics & Probability Letters ◽

10.1016/j.spl.2013.10.014 ◽

2014 ◽

Vol 85 ◽

pp. 6-14 ◽

Cited By ~ 4

Author(s):

Suigen Yang ◽

Liugen Xue ◽

Gaorong Li

Keyword(s):

Longitudinal Data ◽

Random Effects ◽

Confidence Band ◽

Random Effects Models ◽

Single Index ◽

Simultaneous Confidence Band

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Automatic variable selection for varying coefficient models with longitudinal data

Statistics & Probability Letters ◽

10.1016/j.spl.2016.07.012 ◽

2016 ◽

Vol 119 ◽

pp. 84-90 ◽

Cited By ~ 1

Author(s):

Ruiqin Tian ◽

Liugen Xue ◽

Dengke Xu

Keyword(s):

Variable Selection ◽

Longitudinal Data ◽

Varying Coefficient Models ◽

Varying Coefficient ◽

Selection For

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Kernel-based global MLE of partial linear random effects models for longitudinal data

Journal of Nonparametric Statistics ◽

10.1080/10485252.2017.1339308 ◽

2017 ◽

Vol 29 (3) ◽

pp. 615-635

Author(s):

Lei Liu ◽

Zhihua Sun

Keyword(s):

Longitudinal Data ◽

Random Effects ◽

Random Effects Models ◽

Partial Linear

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Variable selection and estimation for partially linear single-index models with longitudinal data

Statistics and Computing ◽

10.1007/s11222-013-9447-8 ◽

2014 ◽

Vol 25 (3) ◽

pp. 579-593 ◽

Cited By ~ 21

Author(s):

Gaorong Li ◽

Peng Lai ◽

Heng Lian

Keyword(s):

Variable Selection ◽

Longitudinal Data ◽

Single Index ◽

Partially Linear ◽

Single Index Models ◽

Variable Selection And Estimation

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Feature screening and variable selection for partially linear models with ultrahigh-dimensional longitudinal data

Neurocomputing ◽

10.1016/j.neucom.2015.09.122 ◽

2016 ◽

Vol 195 ◽

pp. 202-210 ◽

Cited By ~ 5

Author(s):

Jingyuan Liu

Keyword(s):

Variable Selection ◽

Longitudinal Data ◽

Linear Models ◽

Partially Linear Models ◽

Feature Screening ◽

Partially Linear ◽

Selection For

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Predictive Model Selection for Repeated Measures Random Effects Models Using Bayes Factors

Biometrics ◽

10.2307/2533960 ◽

1997 ◽

Vol 53 (2) ◽

pp. 592 ◽

Cited By ~ 12

Author(s):

Robert E. Weiss ◽

Yan Wang ◽

Joseph G. Ibrahim

Keyword(s):

Model Selection ◽

Predictive Model ◽

Random Effects ◽

Repeated Measures ◽

Bayes Factors ◽

Random Effects Models ◽

Selection For

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Estimation and variable selection for proportional response data with partially linear single-index models

Computational Statistics & Data Analysis ◽

10.1016/j.csda.2015.11.004 ◽

2016 ◽

Vol 96 ◽

pp. 40-56 ◽

Cited By ~ 6

Author(s):

Weihua Zhao ◽

Heng Lian ◽

Riquan Zhang ◽

Peng Lai

Keyword(s):

Variable Selection ◽

Single Index ◽

Response Data ◽

Partially Linear ◽

Selection For ◽

Single Index Models

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Joint Variable Selection for Fixed and Random Effects in Linear Mixed-Effects Models

Biometrics ◽

10.1111/j.1541-0420.2010.01391.x ◽

2010 ◽

Vol 66 (4) ◽

pp. 1069-1077 ◽

Cited By ~ 96

Author(s):

Howard D. Bondell ◽

Arun Krishna ◽

Sujit K. Ghosh

Keyword(s):

Variable Selection ◽

Random Effects ◽

Mixed Effects ◽

Mixed Effects Models ◽

Linear Mixed Effects Models ◽

Linear Mixed Effects ◽

Fixed And Random Effects ◽

Selection For ◽

Joint Variable

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Variable selection for partially varying coefficient single-index model

Journal of Applied Statistics ◽

10.1080/02664763.2013.823919 ◽

2013 ◽

Vol 40 (12) ◽

pp. 2637-2652 ◽

Cited By ~ 4

Author(s):

Sanying Feng ◽

Liugen Xue

Keyword(s):

Variable Selection ◽

Varying Coefficient ◽

Single Index ◽

Index Model ◽

Single Index Model ◽

Selection For

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