New efficient estimation and variable selection methods for semiparametric varying-coefficient partially linear models

The Annals of Statistics ◽

10.1214/10-aos842 ◽

2011 ◽

Vol 39 (1) ◽

pp. 305-332 ◽

Author(s):

Bo Kai ◽

Runze Li ◽

Hui Zou

Keyword(s):

Variable Selection ◽

Linear Models ◽

Efficient Estimation ◽

Partially Linear Models ◽

Selection Methods ◽

Varying Coefficient ◽

Partially Linear

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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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Variable selection for semiparametric varying coefficient partially linear models

Statistics & Probability Letters ◽

10.1016/j.spl.2009.07.004 ◽

2009 ◽

Vol 79 (20) ◽

pp. 2148-2157 ◽

Author(s):

Peixin Zhao ◽

Liugen Xue

Keyword(s):

Variable Selection ◽

Linear Models ◽

Partially Linear Models ◽

Varying Coefficient ◽

Partially Linear ◽

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A robust and efficient estimation and variable selection method for partially linear models with large-dimensional covariates

Statistical Papers ◽

10.1007/s00362-018-1013-1 ◽

2018 ◽

Vol 61 (5) ◽

pp. 1911-1937

Author(s):

Hu Yang ◽

Ning Li ◽

Jing Yang

Keyword(s):

Variable Selection ◽

Linear Models ◽

Selection Method ◽

Efficient Estimation ◽

Partially Linear Models ◽

Variable Selection Method ◽

Partially Linear

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Smooth-threshold GEE variable selection for varying coefficient partially linear models with longitudinal data

Journal of the Korean Statistical Society ◽

10.1016/j.jkss.2014.12.003 ◽

2015 ◽

Vol 44 (3) ◽

pp. 419-431 ◽

Author(s):

Ruiqin Tian ◽

Liugen Xue ◽

Yuping Hu

Keyword(s):

Variable Selection ◽

Longitudinal Data ◽

Linear Models ◽

Partially Linear Models ◽

Varying Coefficient ◽

Partially Linear ◽

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Parametric component detection and variable selection in varying-coefficient partially linear models

Journal of Multivariate Analysis ◽

10.1016/j.jmva.2012.05.006 ◽

2012 ◽

Vol 112 ◽

pp. 117-129 ◽

Author(s):

Dewei Wang ◽

K.B. Kulasekera

Keyword(s):

Variable Selection ◽

Linear Models ◽

Partially Linear Models ◽

Varying Coefficient ◽

Partially Linear

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Variable selection for generalized varying coefficient partially linear models with diverging number of parameters

Acta Mathematicae Applicatae Sinica English Series ◽

10.1007/s10255-011-0071-0 ◽

2011 ◽

Vol 28 (2) ◽

pp. 237-246 ◽

Author(s):

Zheng-yan Lin ◽

Yu-ze Yuan

Keyword(s):

Variable Selection ◽

Linear Models ◽

Partially Linear Models ◽

Varying Coefficient ◽

Partially Linear ◽

Diverging Number Of Parameters ◽

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Model averaging by jackknife criterion for varying-coefficient partially linear models

Communication in Statistics- Theory and Methods ◽

10.1080/03610926.2019.1580736 ◽

2019 ◽

Vol 49 (11) ◽

pp. 2671-2689

Author(s):

Guozhi Hu ◽

Weihu Cheng ◽

Jie Zeng

Keyword(s):

Linear Models ◽

Model Averaging ◽

Partially Linear Models ◽

Varying Coefficient ◽

Partially Linear

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Strong convergence rates of several estimators in semiparametric varying-coefficient partially linear models

Acta Mathematica Scientia ◽

10.1016/s0252-9602(09)60090-4 ◽

2009 ◽

Vol 29 (5) ◽

pp. 1113-1127 ◽

Author(s):

Yong Zhou ◽

Jinhong You ◽

Xiaojing Wang

Keyword(s):

Strong Convergence ◽

Linear Models ◽

Convergence Rates ◽

Partially Linear Models ◽

Varying Coefficient ◽

Partially Linear ◽

Strong Convergence Rates

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Efficient Estimation in Marginal Partially Linear Models for Longitudinal/Clustered Data Using Splines

Scandinavian Journal of Statistics ◽

10.1111/j.1467-9469.2006.00550.x ◽

2007 ◽

Vol 34 (3) ◽

pp. 451-477 ◽

Author(s):

JIANHUA Z. HUANG ◽

LIANGYUE ZHANG ◽

LAN ZHOU

Keyword(s):

Linear Models ◽

Clustered Data ◽

Efficient Estimation ◽

Partially Linear Models ◽

Partially Linear

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