Convergence of U-Processes in Hölder Spaces with Application to Robust Detection of a Changed Segment

Alfredas Račkauskas, Martin Wendler

To detect a changed segment (so called epidemic changes) in a time series, variants of the CUSUM statistic are frequently used. However, they are sensitive to outliers in the data…