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

Download Full-text

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

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

Robust estimates in generalised varying-coefficient partially linear models

Journal of Nonparametric Statistics ◽

10.1080/10485250903428468 ◽

2010 ◽

Vol 22 (6) ◽

pp. 737-754 ◽

Author(s):

Tao Hu ◽

Hengjian Cui

Keyword(s):

Linear Models ◽

Partially Linear Models ◽

Varying Coefficient ◽

Robust Estimates ◽

Partially Linear

Download Full-text

Profile likelihood inferences on semiparametric varying-coefficient partially linear models

Bernoulli ◽

10.3150/bj/1137421639 ◽

2005 ◽

Vol 11 (6) ◽

pp. 1031-1057 ◽

Author(s):

Jianqing Fan ◽

Tao Huang

Keyword(s):

Linear Models ◽

Profile Likelihood ◽

Partially Linear Models ◽

Varying Coefficient ◽

Partially Linear

Download Full-text

Convergence rates for estimation in certain partially linear models

Journal of Statistical Planning and Inference ◽

10.1016/0378-3758(89)90037-2 ◽

1989 ◽

Vol 23 (1) ◽

pp. 33-43 ◽

Author(s):

R.L. Eubank ◽

P. Whitney

Keyword(s):

Linear Models ◽

Convergence Rates ◽

Partially Linear Models ◽

Partially Linear

Download Full-text

Empirical likelihood based inference for semiparametric varying coefficient partially linear models with error-prone linear covariates

Statistics & Probability Letters ◽

10.1016/j.spl.2009.12.002 ◽

2010 ◽

Vol 80 (5-6) ◽

pp. 497-504 ◽

Author(s):

Zhensheng Huang ◽

Zhangong Zhou ◽

Rong Jiang ◽

Weimin Qian ◽

Riquan Zhang

Keyword(s):

Empirical Likelihood ◽

Linear Models ◽

Partially Linear Models ◽

Varying Coefficient ◽

Partially Linear

Download Full-text

Penalized quadratic inference functions for semiparametric varying coefficient partially linear models with longitudinal data

Journal of Multivariate Analysis ◽

10.1016/j.jmva.2014.07.015 ◽

2014 ◽

Vol 132 ◽

pp. 94-110 ◽

Author(s):

Ruiqin Tian ◽

Liugen Xue ◽

Chunling Liu

Keyword(s):

Longitudinal Data ◽

Linear Models ◽

Partially Linear Models ◽

Varying Coefficient ◽

Partially Linear ◽

Quadratic Inference Functions

Download Full-text

Robust smooth-threshold estimating equations for generalized varying-coefficient partially linear models based on exponential score function

Journal of Computational and Applied Mathematics ◽

10.1016/j.cam.2014.11.003 ◽

2015 ◽

Vol 280 ◽

pp. 125-140 ◽

Author(s):

Jing Lv ◽

Hu Yang ◽

Chaohui Guo

Keyword(s):

Linear Models ◽

Score Function ◽

Estimating Equations ◽

Partially Linear Models ◽

Varying Coefficient ◽

Partially Linear

Download Full-text

Automatic structure discovery for varying-coefficient partially linear models

Communication in Statistics- Theory and Methods ◽

10.1080/03610926.2016.1161796 ◽

2017 ◽

Vol 46 (15) ◽

pp. 7703-7716 ◽

Author(s):

Guangren Yang ◽

Yanqing Sun ◽

Xia Cui

Keyword(s):

Linear Models ◽

Partially Linear Models ◽

Varying Coefficient ◽

Partially Linear ◽

Automatic Structure

Download Full-text