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math.ST2009★ 1 cited
Second-order refined peaks-over-threshold modelling for heavy-tailed distributions
Jan Beirlant, Elisabeth Joossens, Johan Segers
Modelling excesses over a high threshold using the Pareto or generalized Pareto distribution (PD/GPD) is the most popular approach in extreme value statistics. This method typicall…
math.ST2008
A Sliding Blocks Estimator for the Extremal Index
Christian Y. Robert, Johan Segers, Christopher A. T. Ferro
In extreme value statistics for stationary sequences, blocks estimators are usually constructed by using disjoint blocks because exceedances over high thresholds of different block…