Peaks-over-threshold method
= Peaks-over-threshold method
The peaks-over-threshold method fits a <generalized Pareto distribution> to exceedances of a high threshold and also estimates their frequency. Together these determine tail probabilities and <return levels>. For dependent observations, threshold exceedances may occur in clusters; <declustering of extremes> can separate extreme events before fitting a model for independent events.