STATISTICAL EXTRAPOLATION OF EXTREME-VALUE DATA-BASED ON THE PEAKS OVER THRESHOLD METHOD

Authors
Citation
A. Naess, STATISTICAL EXTRAPOLATION OF EXTREME-VALUE DATA-BASED ON THE PEAKS OVER THRESHOLD METHOD, Journal of offshore mechanics and Arctic engineering, 120(2), 1998, pp. 91-96
Citations number
15
Categorie Soggetti
Engineering, Marine","Engineering, Mechanical
ISSN journal
08927219
Volume
120
Issue
2
Year of publication
1998
Pages
91 - 96
Database
ISI
SICI code
0892-7219(1998)120:2<91:SEOEDO>2.0.ZU;2-#
Abstract
This paper discusses the use of the peaks over threshold method for es timating long return period design values of environmental loads. Atte ntion is focused on the results concerning the type of asymptotic extr eme value distribution for use in the extrapolation to required design values obtained by such methods, which in many cases seem to indicate that the Weibull distribution for maxima is the appropriate one. It w ill be shown by a closer scrutiny of the underlying estimation process that very often such a conclusion cannot in fact be substantiated.