Goodness-of-fit Testing for Discrete Distributions via Stein Discrepancy

Jiasen Yang, Qiang Liu, Vinayak Rao, Jennifer Neville

Abstract: Recent work has combined Stein’s method with reproducing kernel Hilbert space theory to develop nonparametric goodness-of-fit tests for un-normalized probability distributions. However, the current...