STATISTICAL-METHODS FOR MULTIVARIATE EXTREMES - AN APPLICATION TO STRUCTURAL DESIGN

Authors
Citation
Sg. Coles et Ja. Tawn, STATISTICAL-METHODS FOR MULTIVARIATE EXTREMES - AN APPLICATION TO STRUCTURAL DESIGN, Applied Statistics, 43(1), 1994, pp. 1-48
Citations number
86
Categorie Soggetti
Statistic & Probability","Statistic & Probability
Journal title
ISSN journal
00359254
Volume
43
Issue
1
Year of publication
1994
Pages
1 - 48
Database
ISI
SICI code
0035-9254(1994)43:1<1:SFME-A>2.0.ZU;2-Q
Abstract
For many structural design problems univariate extreme value theory is applied to quantify the risk of failure due to extreme levels of some environmental process. In practice, many forms of structure fail owin g to a combination of various processes at extreme levels. Recent deve lopments in statistical methodology for multivariate extremes enable t he modelling of such behaviour. The aim of this paper is to demonstrat e how these ideas can be exploited as part of the design process.