Online detection of distributional changes for time series in metric spaces

B. Cooper Boniece, Lajos Horváth, Lorenzo Trapani

We propose an online testing framework for detecting distributional changes in serially dependent data with values in a separable metric space. Based on two-sample $U$-statistics,…