Marginal quantile regression for varying coefficient models with longitudinal data

Annals of the Institute of Statistical Mathematics ◽

10.1007/s10463-018-0684-7 ◽

2018 ◽

Vol 72 (1) ◽

pp. 213-234 ◽

Author(s):

Weihua Zhao ◽

Weiping Zhang ◽

Heng Lian

Keyword(s):

Longitudinal Data ◽

Quantile Regression ◽

Varying Coefficient Models ◽

Varying Coefficient

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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 ◽

Author(s):

Ruiqin Tian ◽

Liugen Xue ◽

Dengke Xu

Keyword(s):

Variable Selection ◽

Longitudinal Data ◽

Varying Coefficient Models ◽

Varying Coefficient ◽

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Weighted quantile regression in varying-coefficient model with longitudinal data

Computational Statistics & Data Analysis ◽

10.1016/j.csda.2020.106915 ◽

2020 ◽

Vol 145 ◽

pp. 106915

Author(s):

Fangzheng Lin ◽

Yanlin Tang ◽

Zhongyi Zhu

Keyword(s):

Longitudinal Data ◽

Quantile Regression ◽

Varying Coefficient Model ◽

Varying Coefficient ◽

Weighted Quantile Regression

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Quantile regression for robust estimation and variable selection in partially linear varying-coefficient models

10.1080/02331888.2017.1314482 ◽

2017 ◽

Vol 51 (6) ◽

pp. 1179-1199 ◽

Author(s):

Jing Yang ◽

Fang Lu ◽

Hu Yang

Keyword(s):

Variable Selection ◽

Quantile Regression ◽

Robust Estimation ◽

Varying Coefficient Models ◽

Varying Coefficient ◽

Partially Linear

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Empirical likelihood inference in mixture of semiparametric varying-coefficient models for longitudinal data with non-ignorable dropout

10.1080/02331888.2012.748778 ◽

2012 ◽

Vol 48 (3) ◽

pp. 668-684 ◽

Author(s):

Xing-Cai Zhou ◽

Jin-Guan Lin

Keyword(s):

Longitudinal Data ◽

Empirical Likelihood ◽

Likelihood Inference ◽

Varying Coefficient Models ◽

Varying Coefficient

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Quantile regression in varying coefficient models

Journal of Statistical Planning and Inference ◽

10.1016/s0378-3758(03)00110-1 ◽

2004 ◽

Vol 121 (1) ◽

pp. 113-125 ◽

Author(s):

Toshio Honda

Keyword(s):

Quantile Regression ◽

Varying Coefficient Models ◽

Varying Coefficient

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Robust and efficient estimator for simultaneous model structure identification and variable selection in generalized partial linear varying coefficient models with longitudinal data

Statistical Papers ◽

10.1007/s00362-017-0890-z ◽

2017 ◽

Vol 60 (5) ◽

pp. 1649-1676 ◽

Author(s):

Kangning Wang ◽

Lu Lin

Keyword(s):

Variable Selection ◽

Longitudinal Data ◽

Structure Identification ◽

Varying Coefficient Models ◽

Model Structure ◽

Efficient Estimator ◽

Varying Coefficient ◽

Partial Linear ◽

Simultaneous Model

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Efficient parameter estimation and variable selection in partial linear varying coefficient quantile regression model with longitudinal data

Statistical Papers ◽

10.1007/s00362-017-0970-0 ◽

2017 ◽

Vol 61 (3) ◽

pp. 967-995 ◽

Author(s):

Kangning Wang ◽

Xiaofei Sun

Keyword(s):

Parameter Estimation ◽

Variable Selection ◽

Longitudinal Data ◽

Quantile Regression ◽

Regression Model ◽

Varying Coefficient ◽

Quantile Regression Model ◽

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Estimation of semi-varying coefficient models for longitudinal data with irregular error structure

Computational Statistics & Data Analysis ◽

10.1016/j.csda.2021.107389 ◽

2021 ◽

pp. 107389

Author(s):

Yan-Yong Zhao ◽

Jin-Guan Lin ◽

Jian-Qiang Zhao ◽

Zhang-Xiao Miao

Keyword(s):

Longitudinal Data ◽

Varying Coefficient Models ◽

Error Structure ◽

Varying Coefficient

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Penalized kernel quantile regression for varying coefficient models

Journal of Statistical Planning and Inference ◽

10.1016/j.jspi.2021.07.003 ◽

2021 ◽

Author(s):

Eun Ryung Lee ◽

Jinwoo Cho ◽

Seyoung Park

Keyword(s):

Quantile Regression ◽

Varying Coefficient Models ◽

Varying Coefficient

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Variable selection in quantile varying coefficient models with longitudinal data

Computational Statistics & Data Analysis ◽

10.1016/j.csda.2012.07.015 ◽

2013 ◽

Vol 57 (1) ◽

pp. 435-449 ◽

Author(s):

Yanlin Tang ◽

Huixia Judy Wang ◽

Zhongyi Zhu

Keyword(s):

Variable Selection ◽

Longitudinal Data ◽

Varying Coefficient Models ◽

Varying Coefficient

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