Asymptotic Distribution-free Change-point Detection for Modern Data Based on a New Ranking Scheme

Doudou Zhou, Hao Chen

Change-point detection (CPD) involves identifying distributional changes in a sequence of independent observations. Among nonparametric methods, rank-based methods are attractive d…