An adaptive test for the two-sample location problem based on U-statistics

Abstract

For the two-sample location problem we consider a general class of tests, all members of it are based on U-statistics. The asymptotic efficicacies are investigated in detail. We construct an adaptive test where all statistics involved are suitably chosen U-statistics. It is shown the adaptive test proposed has good asymptotic and finite power properties.