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Convergence of U-processes in Hölder spaces with application to robust detection of a changed segment
Abstract 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 and do not perform well for heavy tailed data, especially when short segments get a high weight in the …