Measuring association with Wasserstein distances

Johannes Wiesel

Let $\pi \in \Pi (\mu ,\nu )$ be a coupling between two probability measures $\mu$ and $\nu$ on a Polish space. In this article we propose and study a class of nonparametric measures of associatio…