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
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
Journal title :
Biometrika