Detecting Change-Points in Time Series by Maximum Mean Discrepancy of Ordinal Pattern Distributions

Mathieu Sinn, Ali Ghodsi, Karsten Keller

As a new method for detecting change-points in high-resolution time series, we apply Maximum Mean Discrepancy to the distributions of ordinal patterns in different parts of a time…