On Rank Energy Statistics via Optimal Transport: Continuity, Convergence, and Change Point Detection

Matthew Werenski, Shoaib Bin Masud, James M. Murphy +1

This paper considers the use of recently proposed optimal transport-based multivariate test statistics, namely rank energy and its variant the soft rank energy derived from entropi…