Translator Disclaimer
December 1996 Excess functions and estimation of the extreme-value index
Jan Beirlant, Petra Vynckier, Josef L. Teugels
Bernoulli 2(4): 293-318 (December 1996).

Abstract

A general class of estimators of the extreme-value index is generated using estimates of mean, median and trimmed excess functions. Special cases yield earlier proposals in the literature, such as Pickands' (1975) estimator. A particular restatement of the mean excess function yields an estimator which can be derived from the slope at the right upper tail from a generalized quantile plot. From this viewpoint algorithms can be constructed to search for the number of extremes needed to minimize the mean square error of the estimator. Basic asymptotic properties of this estimator are derived. The method is applied in case studies of size distributions for alluvial diamonds and of wind speeds.

Citation

Download Citation

Jan Beirlant. Petra Vynckier. Josef L. Teugels. "Excess functions and estimation of the extreme-value index." Bernoulli 2 (4) 293 - 318, December 1996.

Information

Published: December 1996
First available in Project Euclid: 4 May 2007

zbMATH: 0870.62019
MathSciNet: MR1440271

Rights: Copyright © 1996 Bernoulli Society for Mathematical Statistics and Probability

JOURNAL ARTICLE
26 PAGES


SHARE
Vol.2 • No. 4 • December 1996
Back to Top