Two‐sample test based on classification probability

TY - JOUR

T1 - Two‐sample test based on classification probability

AU - Cai, Haiyan

AU - Goggin, Bryan

AU - Jiang, Qingtang

N1 - Robust classification algorithms have been developed in recent years with great success. We take advantage of this development and recast the classical two‐sample test problem in the framework of classification. Based on the estimates of classification probabilities from a classifier trained from the samples, a test statistic is proposed.

PY - 2020/2/1

Y1 - 2020/2/1

UR - https://onlinelibrary.wiley.com/doi/full/10.1002/sam.11438

U2 - 10.1002/SAM.11438

DO - 10.1002/SAM.11438

M3 - Article

VL - 13

JO - Statistical Analysis and Data Mining

JF - Statistical Analysis and Data Mining

ER -