Meng Guan

Testing Equality of Distributions via Repeatedly Integrated Quantile Metrics Under Weak Moment Conditions

Testing whether two independent samples arise from the same underlying distribution is a fundamental statistical problem. We propose a new class of two-sample distribution tests based on a family of probability metrics $\Delta_{n,p}$, constructed from repeatedly integrated quantile functions. On their respective domain...