Fast two-sample testing with analytic representations of probability measures
We propose a class of nonparametric two-sample tests with a cost linear in the sample size. Two tests are given, both based on an ensemble of distances between analytic functions representing each of the distributions. The first test uses smoothed empirical characteristic functions to represent the...
| Autori principali: | , , , |
|---|---|
| Natura: | Conference item |
| Pubblicazione: |
Massachusetts Institute of Technology Press
2015
|