Sequential Outlier Detection in Non-Stationary Time Series

Florian Heinrichs, Patrick Bastian, Holger Dette

A novel method for sequential outlier detection in non-stationary time series is proposed. The method tests the null hypothesis of ``no outlier'' at each time point, addressing the…