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

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

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

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

Variable selection and estimation for partially linear single-index models with longitudinal data

Statistics and Computing ◽

10.1007/s11222-013-9447-8 ◽

2014 ◽

Vol 25 (3) ◽

pp. 579-593 ◽

Author(s):

Gaorong Li ◽

Peng Lai ◽

Heng Lian

Keyword(s):

Variable Selection ◽

Longitudinal Data ◽

Single Index ◽

Partially Linear ◽

Single Index Models ◽

Variable Selection And Estimation

Download Full-text

Inferences with generalized partially linear single-index models for longitudinal data

Journal of Statistical Planning and Inference ◽

10.1016/j.jspi.2018.09.011 ◽

2019 ◽

Vol 200 ◽

pp. 146-160

Author(s):

Quan Cai ◽

Suojin Wang

Keyword(s):

Longitudinal Data ◽

Single Index ◽

Partially Linear ◽

Single Index Models

Download Full-text

Analysis of panel data partially linear single-index models with serially correlated errors

Journal of Computational and Applied Mathematics ◽

10.1016/j.cam.2019.112532 ◽

2020 ◽

Vol 368 ◽

pp. 112532

Author(s):

Jian-Qiang Zhao ◽

Yan-Yong Zhao ◽

Zhang-Xiao Miao

Keyword(s):

Correlated Errors ◽

Single Index ◽

Partially Linear ◽

Single Index Models

Download Full-text

Partial Functional Partially Linear Single-Index Models

Statistica Sinica ◽

10.5705/ss.202018.0316 ◽

2020 ◽

Author(s):

Qingguo Tang ◽

Linglong Kong ◽

David Ruppert ◽

Rohana J. Karunamuni

Keyword(s):

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