Measuring and testing dependence by correlation of distances

Gábor J. Székely, Maria L. Rizzo, Nail K. Bakirov

Distance correlation is a new measure of dependence between random vectors. Distance covariance and distance correlation are analogous to product-moment covariance and correlation,…