Efficient estimation for generalized partially linear single-index models

Bernoulli ◽

10.3150/16-bej873 ◽

2018 ◽

Vol 24 (2) ◽

pp. 1101-1127 ◽

Author(s):

Li Wang ◽

Guanqun Cao

Keyword(s):

Efficient Estimation ◽

Single Index ◽

Partially Linear ◽

Single Index Models

Download Full-text

A robust and efficient estimation and variable selection method for partially linear single-index models

Journal of Multivariate Analysis ◽

10.1016/j.jmva.2014.04.024 ◽

2014 ◽

Vol 129 ◽

pp. 227-242 ◽

Author(s):

Hu Yang ◽

Jing Yang

Keyword(s):

Variable Selection ◽

Selection Method ◽

Efficient Estimation ◽

Single Index ◽

Variable Selection Method ◽

Partially Linear ◽

Single Index Models

Download Full-text

Semiparametric efficient estimation for partially linear single-index models with responses missing at random

Journal of Multivariate Analysis ◽

10.1016/j.jmva.2014.03.001 ◽

2014 ◽

Vol 128 ◽

pp. 33-50 ◽

Author(s):

Peng Lai ◽

Qihua Wang

Keyword(s):

Missing At Random ◽

Efficient Estimation ◽

Single Index ◽

Partially Linear ◽

Single Index Models

Download Full-text

Efficient estimation for marginal generalized partially linear single-index models with longitudinal data

Test ◽

10.1007/s11749-015-0462-2 ◽

2015 ◽

Vol 25 (3) ◽

pp. 413-431 ◽

Author(s):

Peirong Xu ◽

Jun Zhang ◽

Xingfang Huang ◽

Tao Wang

Keyword(s):

Longitudinal Data ◽

Efficient Estimation ◽

Single Index ◽

Partially Linear ◽

Single Index Models

Download Full-text

Oracally efficient estimation and simultaneous inference in partially linear single-index models for longitudinal data

Electronic Journal of Statistics ◽

10.1214/20-ejs1723 ◽

2020 ◽

Vol 14 (1) ◽

pp. 2395-2438

Author(s):

Li Cai ◽

Lei Jin ◽

Suojin Wang

Keyword(s):

Longitudinal Data ◽

Efficient Estimation ◽

Simultaneous Inference ◽

Single Index ◽

Partially Linear ◽

Single Index Models

Download Full-text

Efficient estimation in partially linear single‐index models for longitudinal data

Scandinavian Journal of Statistics ◽

10.1111/sjos.12340 ◽

2018 ◽

Vol 46 (1) ◽

pp. 116-141

Author(s):

Quan Cai ◽

Suojin Wang

Keyword(s):

Longitudinal Data ◽

Efficient Estimation ◽

Single Index ◽

Partially Linear ◽

Single Index Models

Download Full-text

Optimal shrinkage estimations in partially linear single-index models for binary longitudinal data

Test ◽

10.1007/s11749-021-00753-3 ◽

2021 ◽

Author(s):

Shakhawat Hossain ◽

Le An Lac

Keyword(s):

Longitudinal Data ◽

Single Index ◽

Binary Longitudinal Data ◽

Partially Linear ◽

Single Index Models

Download Full-text

Generalized Partially Linear Single-Index Models

Journal of the American Statistical Association ◽

10.1080/01621459.1997.10474001 ◽

1997 ◽

Vol 92 (438) ◽

pp. 477-489 ◽

Author(s):

R. J. Carroll ◽

Jianqing Fan ◽

Irène Gijbels ◽

M. P. Wand

Keyword(s):

Single Index ◽

Partially Linear ◽

Single Index Models

Download Full-text

Statistical inference on asymptotic properties of two estimators for the partially linear single-index models

10.1080/02331888.2018.1506922 ◽

2018 ◽

Vol 52 (6) ◽

pp. 1193-1211 ◽

Author(s):

Jing Yang ◽

Fang Lu ◽

Hu Yang

Keyword(s):

Statistical Inference ◽

Asymptotic Properties ◽

Single Index ◽

Partially Linear ◽

Single Index Models

Download Full-text

Confidence Intervals for High-Dimensional Partially Linear Single-Index Models

SSRN Electronic Journal ◽

10.2139/ssrn.2770528 ◽

2016 ◽

Author(s):

Thomas Gueuning

Keyword(s):

Confidence Intervals ◽

High Dimensional ◽

Single Index ◽

Partially Linear ◽

Single Index Models

Download Full-text

Statistical estimation in partially linear single-index models with error-prone linear covariates

Journal of Nonparametric Statistics ◽

10.1080/10485252.2010.518705 ◽

2011 ◽

Vol 23 (2) ◽

pp. 339-350 ◽

Author(s):

Zhensheng Huang

Keyword(s):

Statistical Estimation ◽

Single Index ◽

Partially Linear ◽

Single Index Models

Download Full-text