Consistent distribution-free $K$-sample and independence tests for univariate random variables

Ruth Heller, Yair Heller, Shachar Kaufman +2

A popular approach for testing if two univariate random variables are statistically independent consists of partitioning the sample space into bins, and evaluating a test statistic…