Hypothesis testing using pairwise distances and associated kernels (with Appendix)

Dino Sejdinovic, Arthur Gretton, Bharath Sriperumbudur +1

We provide a unifying framework linking two classes of statistics used in two-sample and independence testing: on the one hand, the energy distances and distance covariances from t…