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 ◽

Download Full-text

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 ◽

Download Full-text

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 ◽

Download Full-text

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 ◽

Download Full-text

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 ◽

Download Full-text

Feature screening and variable selection for partially linear models with ultrahigh-dimensional longitudinal data

Neurocomputing ◽

10.1016/j.neucom.2015.09.122 ◽

2016 ◽

Vol 195 ◽

pp. 202-210 ◽

Author(s):

Jingyuan Liu

Keyword(s):

Variable Selection ◽

Longitudinal Data ◽

Linear Models ◽

Partially Linear Models ◽

Feature Screening ◽

Partially Linear ◽

Download Full-text

Variable selection for partially linear models via learning gradients

Electronic Journal of Statistics ◽

10.1214/17-ejs1300 ◽

2017 ◽

Vol 11 (2) ◽

pp. 2907-2930 ◽

Author(s):

Lei Yang ◽

Yixin Fang ◽

Junhui Wang ◽

Yongzhao Shao

Keyword(s):

Variable Selection ◽

Linear Models ◽

Partially Linear Models ◽

Partially Linear ◽

Download Full-text

Variable Selection for Partially Linear Models With Measurement Errors

Journal of the American Statistical Association ◽

10.1198/jasa.2009.0127 ◽

2009 ◽

Vol 104 (485) ◽

pp. 234-248 ◽

Author(s):

Hua Liang ◽

Runze Li

Keyword(s):

Variable Selection ◽

Measurement Errors ◽

Linear Models ◽

Partially Linear Models ◽

Partially Linear ◽

Download Full-text

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

Download Full-text

Variable Selection for Partially Linear Models with Randomly Censored Data

Communications in Statistics - Simulation and Computation ◽

10.1080/03610918.2010.507899 ◽

2010 ◽

Vol 39 (8) ◽

pp. 1577-1589 ◽

Author(s):

Yiping Yang ◽

Liugen Xue ◽

Weihu Cheng

Keyword(s):

Variable Selection ◽

Censored Data ◽

Linear Models ◽

Partially Linear Models ◽

Partially Linear ◽

Selection For ◽

Randomly Censored Data ◽

Randomly Censored

Download Full-text

Variable selection for partially linear models via Bayesian subset modeling with diffusing prior

Journal of Multivariate Analysis ◽

10.1016/j.jmva.2021.104733 ◽

2021 ◽

Vol 183 ◽

pp. 104733

Author(s):

Jia Wang ◽

Xizhen Cai ◽

Runze Li

Keyword(s):

Variable Selection ◽

Linear Models ◽

Partially Linear Models ◽

Partially Linear ◽

Download Full-text