Automated threshold selection and associated inference uncertainty for univariate extremes

Conor Murphy, Jonathan A. Tawn, Zak Varty

Threshold selection is a fundamental problem in any threshold-based extreme value analysis. While models are asymptotically motivated, selecting an appropriate threshold for finite…