Asymptotic behaviour of regular estimators

The P.O.T. (Peaks-Over-Threshold) approach consists of using the generalized Pareto distribution (GPD) to approximate the distribution of excesses over thresholds. We use the maximum likelihood estimators, or some other ones satisfying regularity conditions, to estimate the parameters of the approx...

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Bibliographic Details
Main Authors: Jean Diebolt, Armelle Guillou
Format: Article
Language:English
Published: Instituto Nacional de Estatística | Statistics Portugal 2005-06-01
Series:Revstat Statistical Journal
Subjects:
Online Access:https://revstat.ine.pt/index.php/REVSTAT/article/view/16