Robust estimation and variable selection in censored partially linear additive models

Journal of the Korean Statistical Society ◽

10.1016/j.jkss.2016.07.002 ◽

2017 ◽

Vol 46 (1) ◽

pp. 88-103 ◽

Author(s):

Huilan Liu ◽

Hu Yang ◽

Xiaochao Xia

Keyword(s):

Variable Selection ◽

Robust Estimation ◽

Additive Models ◽

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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Two-step variable selection in partially linear additive models with time series data

Communications in Statistics - Simulation and Computation ◽

10.1080/03610918.2016.1259477 ◽

2018 ◽

Vol 47 (3) ◽

pp. 661-671 ◽

Author(s):

Mu Feng ◽

Zhao Chen ◽

Ximing Cheng

Keyword(s):

Time Series ◽

Variable Selection ◽

Time Series Data ◽

Additive Models ◽

Series Data ◽

Partially Linear

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Variable selection and structure identification for ultrahigh-dimensional partially linear additive models with application to cardiomyopathy microarray data

Statistics Optimization & Information Computing ◽

10.19139/soic.v6i3.577 ◽

2018 ◽

Vol 6 (3) ◽

Author(s):

Mohammad Kazemi ◽

Davood Shahsavani ◽

Mohammad Arashi

Keyword(s):

Variable Selection ◽

Microarray Data ◽

Additive Models ◽

Structure Identification ◽

Partially Linear

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Variational inferences for partially linear additive models with variable selection

Computational Statistics & Data Analysis ◽

10.1016/j.csda.2014.07.003 ◽

2014 ◽

Vol 80 ◽

pp. 223-239 ◽

Author(s):

Kaifeng Zhao ◽

Heng Lian

Keyword(s):

Variable Selection ◽

Additive Models ◽

Partially Linear

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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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Variable selection in partially linear additive models for modal regression

Communications in Statistics - Simulation and Computation ◽

10.1080/03610918.2016.1171346 ◽

2017 ◽

Vol 46 (7) ◽

pp. 5646-5665 ◽

Author(s):

Jing Lv ◽

Hu Yang ◽

Chaohui Guo

Keyword(s):

Variable Selection ◽

Additive Models ◽

Partially Linear ◽

Modal Regression

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ROBUST ESTIMATION AND VARIABLE SELECTION FOR PARTIALLY LINEAR ADDITIVE MODEL UNDER MISSING DATA

Journal of Statistics Advances in Theory and Applications ◽

10.18642/jsata_7100122001 ◽

2018 ◽

Vol 20 (1) ◽

pp. 77-99

Author(s):

Ya-Feng Xia ◽

◽

Yu-Mei Wang ◽

Keyword(s):

Missing Data ◽

Variable Selection ◽

Robust Estimation ◽

Additive Model ◽

Linear Additive Model ◽

Partially Linear ◽

Selection For ◽

Partially Linear Additive Model

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WLAD-LASSO method for robust estimation and variable selection in partially linear models

Communication in Statistics- Theory and Methods ◽

10.1080/03610926.2017.1383427 ◽

2017 ◽

Vol 47 (20) ◽

pp. 4958-4976 ◽

Author(s):

Hu Yang ◽

Ning Li

Keyword(s):

Variable Selection ◽

Robust Estimation ◽

Linear Models ◽

Partially Linear Models ◽

Partially Linear ◽

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Estimation and variable selection for partially linear additive models with measurement errors

Communication in Statistics- Theory and Methods ◽

10.1080/03610926.2019.1651858 ◽

2019 ◽

pp. 1-30

Author(s):

Rui Li ◽

Shuchuan Mu ◽

Ruili Hao

Keyword(s):

Variable Selection ◽

Measurement Errors ◽

Additive Models ◽

Partially Linear ◽

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Variable selection in high-dimensional partially linear additive models for composite quantile regression

Computational Statistics & Data Analysis ◽

10.1016/j.csda.2013.03.017 ◽

2013 ◽

Vol 65 ◽

pp. 56-67 ◽

Author(s):

Jie Guo ◽

Manlai Tang ◽

Maozai Tian ◽

Kai Zhu

Keyword(s):

Variable Selection ◽

Quantile Regression ◽

Additive Models ◽

High Dimensional ◽

Composite Quantile Regression ◽

Partially Linear

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