Feature Selection for Varying Coefficient Models With Ultrahigh-Dimensional Covariates

Journal of the American Statistical Association ◽

10.1080/01621459.2013.850086 ◽

2014 ◽

Vol 109 (505) ◽

pp. 266-274 ◽

Author(s):

Jingyuan Liu ◽

Runze Li ◽

Rongling Wu

Keyword(s):

Feature Selection ◽

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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Quickly variable selection for varying coefficient models with missing response at random

Communication in Statistics- Theory and Methods ◽

10.1080/03610926.2014.922989 ◽

2018 ◽

Vol 47 (10) ◽

pp. 2327-2336

Author(s):

Jian Wu ◽

Liugen Xue ◽

Peixin Zhao

Keyword(s):

Variable Selection ◽

Varying Coefficient Models ◽

Missing Response ◽

Varying Coefficient ◽

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Variable selection for high-dimensional generalized varying-coefficient models

Statistica Sinica ◽

10.5705/ss.2010.308 ◽

2012 ◽

Author(s):

Heng Lian

Keyword(s):

Variable Selection ◽

High Dimensional ◽

Varying Coefficient Models ◽

Varying Coefficient ◽

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Walsh-average based variable selection for varying coefficient models

Journal of the Korean Statistical Society ◽

10.1016/j.jkss.2014.05.006 ◽

2015 ◽

Vol 44 (1) ◽

pp. 95-110 ◽

Author(s):

Kangning Wang ◽

Lu Lin

Keyword(s):

Variable Selection ◽

Varying Coefficient Models ◽

Varying Coefficient ◽

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Robust modal estimation and variable selection for single-index varying-coefficient models

Communications in Statistics - Simulation and Computation ◽

10.1080/03610918.2015.1069346 ◽

2016 ◽

Vol 46 (4) ◽

pp. 2976-2997

Author(s):

Jing Yang ◽

Hu Yang

Keyword(s):

Variable Selection ◽

Varying Coefficient Models ◽

Varying Coefficient ◽

Single Index ◽

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The consistency of model selection for dynamic Semi-varying coefficient models with autocorrelated errors

Communication in Statistics- Theory and Methods ◽

10.1080/03610926.2017.1414265 ◽

2018 ◽

Vol 48 (3) ◽

pp. 549-558 ◽

Author(s):

Lei Huang ◽

Hui Jiang ◽

Haitao Tian

Keyword(s):

Model Selection ◽

Varying Coefficient Models ◽

Varying Coefficient ◽

Selection For ◽

Autocorrelated Errors

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Variable Selection for Varying Coefficient Models Via Kernel Based Regularized Rank Regression

Acta Mathematicae Applicatae Sinica English Series ◽

10.1007/s10255-020-0937-0 ◽

2020 ◽

Vol 36 (2) ◽

pp. 458-470

Author(s):

Kang-ning Wang ◽

Lu Lin

Keyword(s):

Variable Selection ◽

Varying Coefficient Models ◽

Rank Regression ◽

Varying Coefficient ◽

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Model detection and variable selection for varying coefficient models with longitudinal data

Acta Mathematica Sinica English Series ◽

10.1007/s10114-016-4639-8 ◽

2016 ◽

Vol 32 (3) ◽

pp. 331-350 ◽

Author(s):

San Ying Feng ◽

Yu Ping Hu ◽

Liu Gen Xue

Keyword(s):

Variable Selection ◽

Longitudinal Data ◽

Varying Coefficient Models ◽

Varying Coefficient ◽

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Variable selection for varying coefficient models with measurement errors

Metrika ◽

10.1007/s00184-010-0300-1 ◽

2010 ◽

Vol 74 (2) ◽

pp. 231-245 ◽

Author(s):

Peixin Zhao ◽

Liugen Xue

Keyword(s):

Variable Selection ◽

Measurement Errors ◽

Varying Coefficient Models ◽

Varying Coefficient ◽

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Weighted composite quantile regression estimation and variable selection for varying coefficient models with heteroscedasticity

Journal of the Korean Statistical Society ◽

10.1016/j.jkss.2014.05.005 ◽

2015 ◽

Vol 44 (1) ◽

pp. 77-94 ◽

Author(s):

Hu Yang ◽

Jing Lv ◽

Chaohui Guo

Keyword(s):

Variable Selection ◽

Quantile Regression ◽

Regression Estimation ◽

Varying Coefficient Models ◽

Composite Quantile Regression ◽

Varying Coefficient ◽

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