scholarly journals Nonconcave penalized inverse regression in single-index models with high dimensional predictors

2009 ◽  
Vol 100 (5) ◽  
pp. 862-875 ◽  
Author(s):  
Li-Ping Zhu ◽  
Li-Xing Zhu
Keyword(s):  
High Dimensional ◽  
Inverse Regression ◽  
Single Index ◽  
Single Index Models

scholarly journals A hybrid omnibus test for generalized semiparametric single‐index models with high‐dimensional covariate sets

Biometrics ◽  
2019 ◽  
Vol 75 (3) ◽  
pp. 757-767 ◽  
Author(s):  
Yangyi Xu ◽  
Inyoung Kim ◽  
Raymond J. Carroll
Keyword(s):  
High Dimensional ◽  
Omnibus Test ◽  
Single Index ◽  
Single Index Models

High‐dimensional single‐index models with censored responses

2020 ◽  
Vol 39 (21) ◽  
pp. 2743-2754
Author(s):  
Hailin Huang ◽  
Jizi Shangguan ◽  
Xinmin Li ◽  
Hua Liang
Keyword(s):  
High Dimensional ◽  
Single Index ◽  
Single Index Models
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