Coverage correlation: detecting singular dependencies between random variables

Xuzhi Yang, Mona Azadkia, Tengyao Wang

We introduce the coverage correlation coefficient, a novel nonparametric measure of statistical association designed to quantify the extent to which two random variables have a joi…