Doubly robust and efficient estimators for heteroscedastic partially linear single-index models allowing high dimensional covariates

Journal of the Royal Statistical Society Series B (Statistical Methodology) ◽

10.1111/j.1467-9868.2012.01040.x ◽

2012 ◽

Vol 75 (2) ◽

pp. 305-322 ◽

Author(s):

Yanyuan Ma ◽

Liping Zhu

Keyword(s):

High Dimensional ◽

Single Index ◽

Partially Linear ◽

Single Index Models ◽

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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

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Confidence intervals for high-dimensional partially linear single-index models

Journal of Multivariate Analysis ◽

10.1016/j.jmva.2016.03.007 ◽

2016 ◽

Vol 149 ◽

pp. 13-29 ◽

Author(s):

Thomas Gueuning ◽

Gerda Claeskens

Keyword(s):

Confidence Intervals ◽

High Dimensional ◽

Single Index ◽

Partially Linear ◽

Single Index Models

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A dimension reduction based approach for estimation and variable selection in partially linear single-index models with high-dimensional covariates

Electronic Journal of Statistics ◽

10.1214/12-ejs744 ◽

2012 ◽

Vol 6 (0) ◽

pp. 2235-2273 ◽

Author(s):

Jun Zhang ◽

Tao Wang ◽

Lixing Zhu ◽

Hua Liang

Keyword(s):

Variable Selection ◽

Dimension Reduction ◽

High Dimensional ◽

Single Index ◽

Partially Linear ◽

Single Index Models

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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

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High dimensional single index models

Journal of Multivariate Analysis ◽

10.1016/j.jmva.2015.02.007 ◽

2015 ◽

Vol 139 ◽

pp. 266-282 ◽

Author(s):

Peter Radchenko

Keyword(s):

High Dimensional ◽

Single Index ◽

Single Index Models

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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

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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

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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

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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

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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

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