Reducing multivariate independence testing to two bivariate means comparisons

Kai Xu, Yeqing Zhou, Liping Zhu +1

Testing for independence between two random vectors is a fundamental problem in statistics. It is observed from empirical studies that many existing omnibus consistent tests may no…