Use of multivariate distance measures for high‐dimensional data in tests for difference, superiority, equivalence and non‐inferiority

Abstract

Tests based on pairwise distance measures for multivariate sample vectors are common in ecological studies but are usually restricted to two‐sided tests for differences. In this paper, we investigate extensions to tests for superiority, equivalence and non‐inferiority.