A Statistically and Numerically Efficient Independence Test based on Random Projections and Distance Covariance

Cheng Huang, Xiaoming Huo

Test of independence plays a fundamental role in many statistical techniques. Among the nonparametric approaches, the distance-based methods (such as the distance correlation based…