Robust estimation and variable selection for semiparametric partially linear varying coefficient model based on modal regression

Journal of Nonparametric Statistics ◽

10.1080/10485252.2013.772179 ◽

2013 ◽

Vol 25 (2) ◽

pp. 523-544 ◽

Author(s):

Riquan Zhang ◽

Weihua Zhao ◽

Jicai Liu

Keyword(s):

Variable Selection ◽

Robust Estimation ◽

Varying Coefficient Model ◽

Varying Coefficient ◽

Model Based ◽

Partially Linear ◽

Modal Regression ◽

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Robust and efficient variable selection for semiparametric partially linear varying coefficient model based on modal regression

Annals of the Institute of Statistical Mathematics ◽

10.1007/s10463-013-0410-4 ◽

2013 ◽

Vol 66 (1) ◽

pp. 165-191 ◽

Author(s):

Weihua Zhao ◽

Riquan Zhang ◽

Jicai Liu ◽

Yazhao Lv

Keyword(s):

Variable Selection ◽

Varying Coefficient Model ◽

Varying Coefficient ◽

Model Based ◽

Partially Linear ◽

Modal Regression ◽

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Variable selection for partially varying coefficient model based on modal regression under high dimensional data

Communication in Statistics- Theory and Methods ◽

10.1080/03610926.2020.1747081 ◽

2020 ◽

pp. 1-17

Author(s):

Yafeng Xia ◽

Lirong Zhang ◽

Aiping Zhang

Keyword(s):

Variable Selection ◽

High Dimensional Data ◽

High Dimensional ◽

Varying Coefficient Model ◽

Varying Coefficient ◽

Model Based ◽

Modal Regression ◽

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Variable selection for semiparametric varying coefficient partially linear model based on modal regression with missing data

Communication in Statistics- Theory and Methods ◽

10.1080/03610926.2018.1508712 ◽

2018 ◽

Vol 48 (20) ◽

pp. 5121-5137

Author(s):

Yafeng Xia ◽

Yarong Qu ◽

Nailing Sun

Keyword(s):

Missing Data ◽

Variable Selection ◽

Linear Model ◽

Partially Linear Model ◽

Varying Coefficient ◽

Model Based ◽

Partially Linear ◽

Modal Regression ◽

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Robust estimation and variable selection for varying-coefficient partially nonlinear models based on modal regression

Journal of the Korean Statistical Society ◽

10.1007/s42952-021-00158-w ◽

2021 ◽

Author(s):

Yanting Xiao ◽

Lulu Liang

Keyword(s):

Variable Selection ◽

Robust Estimation ◽

Nonlinear Models ◽

Varying Coefficient ◽

Modal Regression ◽

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Robust variable selection for the varying coefficient model based on compositeL1–L2regression

Journal of Applied Statistics ◽

10.1080/02664763.2013.804040 ◽

2013 ◽

Vol 40 (9) ◽

pp. 2024-2040 ◽

Author(s):

Weihua Zhao ◽

Riquan Zhang ◽

Jicai Liu

Keyword(s):

Variable Selection ◽

Varying Coefficient Model ◽

Varying Coefficient ◽

Model Based ◽

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

Communication in Statistics- Theory and Methods ◽

10.1080/03610926.2014.915043 ◽

2016 ◽

Vol 45 (14) ◽

pp. 4048-4067 ◽

Author(s):

Hu Yang ◽

Jing Lv ◽

Chaohui Guo

Keyword(s):

Variable Selection ◽

Robust Estimation ◽

Varying Coefficient ◽

Single Index ◽

Modal Regression ◽

Selection For ◽

Single Index Models

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Variable Selection for Partially Linear Additive Model Based on Modal Regression Under High Dimensional Data

International Journal of Statistical Distributions and Applications ◽

10.11648/j.ijsd.20200601.11 ◽

2020 ◽

Vol 6 (1) ◽

pp. 1

Author(s):

Yafeng Xia ◽

Lirong Zhang

Keyword(s):

Variable Selection ◽

High Dimensional Data ◽

Additive Model ◽

High Dimensional ◽

Model Based ◽

Linear Additive Model ◽

Partially Linear ◽

Modal Regression ◽

Selection For ◽

Partially Linear Additive Model

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Variable selection for semiparametric varying-coefficient partially linear models with missing response at random

Acta Mathematica Sinica English Series ◽

10.1007/s10114-011-9200-1 ◽

2011 ◽

Vol 27 (11) ◽

pp. 2205-2216 ◽

Author(s):

Pei Xin Zhao ◽

Liu Gen Xue

Keyword(s):

Variable Selection ◽

Linear Models ◽

Partially Linear Models ◽

Missing Response ◽

Varying Coefficient ◽

Partially Linear ◽

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Variable selection for high-dimensional varying coefficient partially linear models via nonconcave penalty

Metrika ◽

10.1007/s00184-012-0422-8 ◽

2012 ◽

Vol 76 (7) ◽

pp. 887-908 ◽

Author(s):

Zhaoping Hong ◽

Yuao Hu ◽

Heng Lian

Keyword(s):

Variable Selection ◽

Linear Models ◽

High Dimensional ◽

Partially Linear Models ◽

Varying Coefficient ◽

Partially Linear ◽

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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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