• Title of article

    A practical affine equivariant multivariate median

  • Author/Authors

    P.Hettmansperger، Thomas نويسنده , , H.Randles، Ronald نويسنده ,

  • Issue Information
    روزنامه با شماره پیاپی سال 2002
  • Pages
    -850
  • From page
    851
  • To page
    0
  • Abstract
    A robust affine equivariant estimator of location for multivariate data is proposed which becomes the univariate median for data of dimension one.The estimator is robust in the sense that it has a bounded influence function, a positive breakdown value and has high efficiency compared to the sample mean for heavy-tailed distributions. Perhaps its greatest strength is that, unlike other affine equivariant multivariate medians, it is easily computed for data in any practical dimension.
  • Keywords
    Oja median , Robust , Bounded influence , Breakdown , Multivariate median , Multivariate location estimate , L1 median
  • Journal title
    Biometrika
  • Serial Year
    2002
  • Journal title
    Biometrika
  • Record number

    71752