Forward Selection for Feature Screening and Structure Identification in Varying Coefficient Models

Sankhya A ◽

10.1007/s13171-021-00261-4 ◽

2021 ◽

Author(s):

Akira Shinkyu

Keyword(s):

Structure Identification ◽

Varying Coefficient Models ◽

Forward Selection ◽

Feature Screening ◽

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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Structure identification for varying coefficient models with measurement errors based on kernel smoothing

Statistical Papers ◽

10.1007/s00362-018-1009-x ◽

2018 ◽

Vol 61 (5) ◽

pp. 1841-1857 ◽

Author(s):

Mingqiu Wang ◽

Peixin Zhao ◽

Xiaoning Kang

Keyword(s):

Measurement Errors ◽

Kernel Smoothing ◽

Structure Identification ◽

Varying Coefficient Models ◽

Varying Coefficient

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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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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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Robust structure identification and variable selection in partial linear varying coefficient models

Journal of Statistical Planning and Inference ◽

10.1016/j.jspi.2016.01.006 ◽

2016 ◽

Vol 174 ◽

pp. 153-168 ◽

Author(s):

Kangning Wang ◽

Lu Lin

Keyword(s):

Variable Selection ◽

Structure Identification ◽

Varying Coefficient Models ◽

Varying Coefficient ◽

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Feature screening for multi-response varying coefficient models with ultrahigh dimensional predictors

Computational Statistics & Data Analysis ◽

10.1016/j.csda.2018.06.009 ◽

2018 ◽

Vol 128 ◽

pp. 242-254 ◽

Author(s):

Jun Lu ◽

Lu Lin

Keyword(s):

Varying Coefficient Models ◽

Feature Screening ◽

Varying Coefficient

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Efficient feature screening for ultrahigh-dimensional varying coefficient models

Statistics and Its Interface ◽

10.4310/sii.2017.v10.n3.a5 ◽

2017 ◽

Vol 10 (3) ◽

pp. 407-412

Author(s):

Xin Chen ◽

Xuejun Ma ◽

Xueqin Wang ◽

Jingxiao Zhang

Keyword(s):

Varying Coefficient Models ◽

Feature Screening ◽

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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