Optimal homogeneous extreme-event predictors under regular variation are given by quantiles of a tilted angular measure and admit universally consistent peaks-over-threshold estimators.
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On the optimal prediction of extreme events
Optimal homogeneous extreme-event predictors under regular variation are given by quantiles of a tilted angular measure and admit universally consistent peaks-over-threshold estimators.