Robust direction identification and variable selection in high dimensional general single-index models

Journal of the Korean Statistical Society ◽

10.1016/j.jkss.2015.04.001 ◽

2015 ◽

Vol 44 (4) ◽

pp. 606-618 ◽

Author(s):

Kangning Wang

Keyword(s):

Variable Selection ◽

High Dimensional ◽

Single Index ◽

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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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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BS-SIM: An effective variable selection method for high-dimensional single index model

Electronic Journal of Statistics ◽

10.1214/17-ejs1329 ◽

2017 ◽

Vol 11 (2) ◽

pp. 3522-3548 ◽

Author(s):

Longjie Cheng ◽

Peng Zeng ◽

Yu Zhu

Keyword(s):

Variable Selection ◽

Selection Method ◽

High Dimensional ◽

Single Index ◽

Index Model ◽

Variable Selection Method ◽

Single Index Model

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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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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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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

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Estimation and variable selection for proportional response data with partially linear single-index models

Computational Statistics & Data Analysis ◽

10.1016/j.csda.2015.11.004 ◽

2016 ◽

Vol 96 ◽

pp. 40-56 ◽

Author(s):

Weihua Zhao ◽

Heng Lian ◽

Riquan Zhang ◽

Peng Lai

Keyword(s):

Variable Selection ◽

Single Index ◽

Response Data ◽

Partially Linear ◽

Selection For ◽

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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Bayesian estimation and variable selection for single index models

Computational Statistics & Data Analysis ◽

10.1016/j.csda.2008.12.010 ◽

2009 ◽

Vol 53 (7) ◽

pp. 2617-2627 ◽

Author(s):

Hai-Bin Wang

Keyword(s):

Variable Selection ◽

Bayesian Estimation ◽

Single Index ◽

Selection For ◽

Single Index Models

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B spline variable selection for the single index models

Statistical Papers ◽

10.1007/s00362-015-0721-z ◽

2015 ◽

Vol 58 (3) ◽

pp. 691-706 ◽

Author(s):

Jianbo Li ◽

Yuan Li ◽

Riquan Zhang

Keyword(s):

Variable Selection ◽

B Spline ◽

Single Index ◽

Selection For ◽

Single Index Models

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