Measuring Association on Topological Spaces Using Kernels and Geometric Graphs

Nabarun Deb, Promit Ghosal, Bodhisattva Sen

In this paper we propose and study a class of simple, nonparametric, yet interpretable measures of association between two random variables $X$ and $Y$ taking values in general top…