A Robustness Property of Hotelling's $T^2$-Test

Abstract

This paper shows that Hotelling's $T^2$-test for testing $\mu = 0$ in the one-sample problem is robust against departures from normality in the following sense. It is still UMPI in a broad class of distributions, and the null distribution under any member of the class is the same as that under normality.