Holgersson, Thomas; Dai, Deliang - Centre of Excellence for Science and Innovation … - 2014
In this paper we derive central limit theorems for two different types of Mahalanobis distances in situations where the dimension of the parent variable increases proportionally with the sample size. It is shown that although the two estimators are closely related and behave similarly in nite...