JOURNAL ARTICLE

Profiled adaptive Elastic-Net procedure for partially linear models with high-dimensional covariates

Baicheng ChenYao YuHui ZouHua Liang

Year: 2012 Journal:   Journal of Statistical Planning and Inference Vol: 142 (7)Pages: 1733-1745   Publisher: Elsevier BV
Keywords:
Covariate Mathematics Elastic net regularization Collinearity Oracle Lasso (programming language) Statistics Linear model Applied mathematics Sample size determination Econometrics Regression Computer science

Metrics

13
Cited By
1.27
FWCI (Field Weighted Citation Impact)
58
Refs
0.79
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Statistical Methods and Inference
Physical Sciences →  Mathematics →  Statistics and Probability
Financial Risk and Volatility Modeling
Social Sciences →  Economics, Econometrics and Finance →  Finance
Advanced Statistical Methods and Models
Physical Sciences →  Mathematics →  Statistics and Probability

Related Documents

JOURNAL ARTICLE

Variable selection for high-dimensional generalized linear models with the weighted elastic-net procedure

Xiuli WangMingqiu Wang

Journal:   Journal of Applied Statistics Year: 2015 Vol: 43 (5)Pages: 796-809
JOURNAL ARTICLE

Regularization statistical inferences for partially linear models with high dimensional endogenous covariates

Changqing LiuPeixin ZhaoYiping Yang

Journal:   Journal of the Korean Statistical Society Year: 2020 Vol: 50 (1)Pages: 163-184
JOURNAL ARTICLE

Learning rates for partially linear functional models with high dimensional scalar covariates

Yifan XiaYongchao HouXin HeShaogao Lv

Journal:   Communications on Pure &amp Applied Analysis Year: 2020 Vol: 19 (8)Pages: 3917-3932
JOURNAL ARTICLE

Robust estimation for partially linear models with large-dimensional covariates

Li ZhuRunze LiHengJian Cui

Journal:   Science China Mathematics Year: 2013 Vol: 56 (10)Pages: 2069-2088
JOURNAL ARTICLE

Restricted profile estimation for partially linear models with large-dimensional covariates

Xiuli WangShengli ZhaoMingqiu Wang

Journal:   Statistics & Probability Letters Year: 2017 Vol: 128 Pages: 71-76
© 2026 ScienceGate Book Chapters — All rights reserved.