A Powerful Bootstrap Test of Independence in High Dimensions

Mauricio Olivares, Tomasz Olma, Daniel Wilhelm

This paper proposes a nonparametric test of pairwise independence of one random variable from a large pool of other random variables. The test statistic is the maximum of several C…