Data-Driven Nonparametric Existence and Association Problems

Yixian Liu, Yingbin Liang, Shuguang Cui

We investigate two closely related nonparametric hypothesis testing problems. In the first problem (i.e., the existence problem), we test whether a testing data stream is generated…