The influence function of penalized regression estimators

被引：1
|
作者：
Ollerer, Viktoria [1 ]
Croux, Christophe [1 ]
Alfons, Andreas [2 ]
机构：
[1] Katholieke Univ Leuven, Fac Econ & Business, Leuven, Belgium
[2] Erasmus Univ, Erasmus Sch Econ, Rotterdam, Netherlands
来源：
STATISTICS | 2015年 / 49卷 / 04期
关键词：
VARIABLE SELECTION; SHRINKAGE;
D O I：
暂无
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
收藏
页码：741 / 765
页数：25
相关论文
共 50 条
  • [1] Penalized robust estimators in sparse logistic regression
    Bianco, Ana M.
    Boente, Graciela
    Chebi, Gonzalo
    [J]. TEST, 2022, 31 (03) : 563 - 594
  • [2] Penalized robust estimators in sparse logistic regression
    Ana M. Bianco
    Graciela Boente
    Gonzalo Chebi
    [J]. TEST, 2022, 31 : 563 - 594
  • [3] Robust penalized estimators for functional linear regression
    Kalogridis, Ioannis
    Van Aelst, Stefan
    [J]. JOURNAL OF MULTIVARIATE ANALYSIS, 2023, 194
  • [4] Asymptotics for penalized spline estimators in quantile regression
    Yoshida, Takuma
    [J]. COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2023, 52 (14) : 4815 - 4834
  • [5] A class of grouped Brunk estimators and penalized spline estimators for monotone regression
    Wang, Xiao
    Shen, Jinglai
    [J]. BIOMETRIKA, 2010, 97 (03) : 585 - 601
  • [6] Penalized function-on-function regression
    Andrada E. Ivanescu
    Ana-Maria Staicu
    Fabian Scheipl
    Sonja Greven
    [J]. Computational Statistics, 2015, 30 : 539 - 568
  • [7] Penalized function-on-function regression
    Ivanescu, Andrada E.
    Staicu, Ana-Maria
    Scheipl, Fabian
    Greven, Sonja
    [J]. COMPUTATIONAL STATISTICS, 2015, 30 (02) : 539 - 568
  • [8] Influence functions for penalized M-estimators
    Avella-Medina, Marco
    [J]. BERNOULLI, 2017, 23 (4B) : 3178 - 3196
  • [9] Penalized likelihood-type estimators for generalized nonparametric regression
    Cox, DD
    OSullivan, F
    [J]. JOURNAL OF MULTIVARIATE ANALYSIS, 1996, 56 (02) : 185 - 206
  • [10] Penalized and ridge-type shrinkage estimators in Poisson regression model
    Noori Asl, Mehri
    Bevrani, Hossein
    Arabi Belaghi, Reza
    [J]. COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2022, 51 (07) : 4039 - 4056
12345