Data-Driven Nonparametric Existence and Association Problems
Data-Driven Nonparametric Existence and Association Problems
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 by one of a set of composite distributions. In the second problem (i.e., the association problem), we test which one of the multiple distributions …