Outlier-prone and outlier-resistant multidimensional distributions

摘要

QUEEN (1976) has considered the ideas of outlier-resistance and outlier-prone-ness of an individual distribution. We give an extension of this concept to multivariate distributions by ordering multidimensional random variables in terms of the corresponding maximum-norms. It is shown that conditions on the marginal distribution functions completely determine outlier-behaviour