Discussion of "A Tuning-Free Robust and Efficient Approach to High-Dimensional Regression"

被引：0
|
作者：
Li, Xiudi [1 ]
Shojaie, Ali [1 ]
机构：
[1] Univ Washington, Dept Biostat, Seattle, WA 98195 USA
来源：
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION | 2020年 / 115卷 / 532期
基金：
美国国家卫生研究院;
关键词：
VARIABLE SELECTION; MODEL;
D O I：
10.1080/01621459.2020.1837139
中图分类号：
O21 [概率论与数理统计]; C8 [统计学];
学科分类号：
020208 ; 070103 ; 0714 ;
摘要：
引用
下载
收藏
页码：1717 / 1719
页数：3
相关论文
共 50 条
  • [31] High-dimensional robust regression with Lq-loss functions
    Wang, Yibo
    Karunamuni, Rohana J.
    COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2022, 176
  • [32] Efficient and Robust High-Dimensional Linear Contextual Bandits
    Chen, Cheng
    Luo, Luo
    Zhang, Weinan
    Yu, Yong
    Lian, Yijiang
    PROCEEDINGS OF THE TWENTY-NINTH INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE, 2020, : 4259 - 4265
  • [33] Robust And Efficient High-Dimensional Quantum State Tomography
    Rambach, Markus
    Qaryan, Mandi
    Kewming, Michael
    Ferrie, Christopher
    White, Andrew G.
    Romero, Jacquiline
    2021 CONFERENCE ON LASERS AND ELECTRO-OPTICS EUROPE & EUROPEAN QUANTUM ELECTRONICS CONFERENCE (CLEO/EUROPE-EQEC), 2021,
  • [34] Robust and Efficient High-Dimensional Quantum State Tomography
    Rambach, Markus
    Qaryan, Mahdi
    Kewming, Michael
    Ferrie, Christopher
    White, Andrew G.
    Romero, Jacquiline
    PHYSICAL REVIEW LETTERS, 2021, 126 (10)
  • [35] Phronesis: Efficient Performance Modeling for High-dimensional Configuration Tuning
    Li, Yuhao
    Lee, Benjamin C.
    ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION, 2022, 19 (04)
  • [36] An efficient and robust approach to Mendelian randomization with measured pleiotropic effects in a high-dimensional setting
    Grant, Andrew J.
    Burgess, Stephen
    BIOSTATISTICS, 2022, 23 (02) : 609 - 625
  • [37] New approach to Bayesian high-dimensional linear regression
    Jalali, Shirin
    Maleki, Arian
    INFORMATION AND INFERENCE-A JOURNAL OF THE IMA, 2018, 7 (04) : 605 - 655
  • [38] A spectral series approach to high-dimensional nonparametric regression
    Lee, Ann B.
    Izbicki, Rafael
    ELECTRONIC JOURNAL OF STATISTICS, 2016, 10 (01): : 423 - 463
  • [39] A Model-Averaging Approach for High-Dimensional Regression
    Ando, Tomohiro
    Li, Ker-Chau
    JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2014, 109 (505) : 254 - 265
  • [40] Communication-efficient estimation of high-dimensional quantile regression
    Wang, Lei
    Lian, Heng
    ANALYSIS AND APPLICATIONS, 2020, 18 (06) : 1057 - 1075
12345