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

Download Full-text

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

Download Full-text

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

Download Full-text

Estimation and variable selection for quantile partially linear single-index models

Journal of Multivariate Analysis ◽

10.1016/j.jmva.2017.09.006 ◽

2017 ◽

Vol 162 ◽

pp. 215-234 ◽

Author(s):

Yuankun Zhang ◽

Heng Lian ◽

Yan Yu

Keyword(s):

Variable Selection ◽

Single Index ◽

Partially Linear ◽

Selection For ◽

Single Index Models

Download Full-text

Local Walsh-average-based estimation and variable selection for single-index models

Science China Mathematics ◽

10.1007/s11425-017-9262-3 ◽

2019 ◽

Vol 62 (10) ◽

pp. 1977-1996

Author(s):

Jing Yang ◽

Fang Lu ◽

Hu Yang

Keyword(s):

Variable Selection ◽

Single Index ◽

Selection For ◽

Single Index Models

Download Full-text

Quantile regression and variable selection for partially linear single-index models with missing censoring indicators

Journal of Statistical Planning and Inference ◽

10.1016/j.jspi.2019.04.008 ◽

2020 ◽

Vol 204 ◽

pp. 80-95

Author(s):

Yuye Zou ◽

Guoliang Fan ◽

Riquan Zhang

Keyword(s):

Variable Selection ◽

Quantile Regression ◽

Single Index ◽

Partially Linear ◽

Selection For ◽

Single Index Models ◽

Missing Censoring Indicators

Download Full-text

Estimation and variable selection for generalised partially linear single-index models

Journal of Nonparametric Statistics ◽

10.1080/10485252.2013.841156 ◽

2013 ◽

Vol 26 (1) ◽

pp. 171-185 ◽

Author(s):

Peng Lai ◽

Ye Tian ◽

Heng Lian

Keyword(s):

Variable Selection ◽

Single Index ◽

Partially Linear ◽

Selection For ◽

Single Index Models

Download Full-text

Robust estimation and variable selection for varying-coefficient single-index models based on modal regression

Communication in Statistics- Theory and Methods ◽

10.1080/03610926.2014.915043 ◽

2016 ◽

Vol 45 (14) ◽

pp. 4048-4067 ◽

Author(s):

Hu Yang ◽

Jing Lv ◽

Chaohui Guo

Keyword(s):

Variable Selection ◽

Robust Estimation ◽

Varying Coefficient ◽

Single Index ◽

Modal Regression ◽

Selection For ◽

Single Index Models

Download Full-text

Bias-corrected GEE estimation and smooth-threshold GEE variable selection for single-index models with clustered data

Journal of Multivariate Analysis ◽

10.1016/j.jmva.2011.08.009 ◽

2012 ◽

Vol 105 (1) ◽

pp. 422-432 ◽

Author(s):

Peng Lai ◽

Qihua Wang ◽

Heng Lian

Keyword(s):

Variable Selection ◽

Clustered Data ◽

Single Index ◽

Selection For ◽

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

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