ROBUST REGRESSION COMPUTATION USING ITERATIVELY REWEIGHTED LEAST-SQUARES

被引:111
|
作者
OLEARY, DP [1 ]
机构
[1] UNIV MARYLAND,INST ADV COMP STUDIES,COLLEGE PK,MD 20742
关键词
D O I
10.1137/0611032
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
引用
收藏
页码:466 / 480
页数:15
相关论文
共 50 条
  • [1] A NOTE ON COMPUTING ROBUST REGRESSION ESTIMATES VIA ITERATIVELY REWEIGHTED LEAST-SQUARES
    STREET, JO
    CARROLL, RJ
    RUPPERT, D
    [J]. AMERICAN STATISTICIAN, 1988, 42 (02): : 152 - 154
  • [2] Robust regularized extreme learning machine for regression using iteratively reweighted least squares
    Chen, Kai
    Lv, Qi
    Lu, Yao
    Dou, Yong
    [J]. NEUROCOMPUTING, 2017, 230 : 345 - 358
  • [3] ROBUST REGRESSION USING ITERATIVELY RE-WEIGHTED LEAST-SQUARES
    HOLLAND, PW
    WELSCH, RE
    [J]. COMMUNICATIONS IN STATISTICS PART A-THEORY AND METHODS, 1977, 6 (09): : 813 - 827
  • [5] Globally-convergent Iteratively Reweighted Least Squares for Robust Regression Problems
    Mukhoty, Bhaskar
    Gopakumar, Govind
    Jain, Prateek
    Kar, Purushottam
    [J]. 22ND INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 89, 2019, 89 : 313 - 322
  • [6] A SYSTEM OF SUBROUTINES FOR ITERATIVELY REWEIGHTED LEAST-SQUARES COMPUTATIONS
    COLEMAN, D
    HOLLAND, P
    KADEN, N
    KLEMA, V
    PETERS, SC
    [J]. ACM TRANSACTIONS ON MATHEMATICAL SOFTWARE, 1980, 6 (03): : 327 - 336
  • [7] INFLUENCE FUNCTIONS OF ITERATIVELY REWEIGHTED LEAST-SQUARES ESTIMATORS
    DOLLINGER, MB
    STAUDTE, RG
    [J]. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1991, 86 (415) : 709 - 716
  • [8] Robust registration of point sets using iteratively reweighted least squares
    Per Bergström
    Ove Edlund
    [J]. Computational Optimization and Applications, 2014, 58 : 543 - 561
  • [9] Robust spectrotemporal decomposition by iteratively reweighted least squares
    Ba, Demba
    Babadi, Behtash
    Purdon, Patrick L.
    Brown, Emery N.
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2014, 111 (50) : E5336 - E5345
  • [10] Robust registration of point sets using iteratively reweighted least squares
    Bergstrom, Per
    Edlund, Ove
    [J]. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2014, 58 (03) : 543 - 561