Back to Search Start Over

Dependence of multivariate extremes

Authors :
Viseu, Clara
Pereira, Luísa
Martins, Ana Paula
Ferreira, Helena
Publication Year :
2010

Abstract

We give necessary and sufficient conditions for two sub-vectors of a random vector with a multivariate extreme value distribution, corresponding to the limit distribution of the maximum of a multidimensional stationary sequence with extremal index, to be independent or totally dependent. Those conditions involve first relations between the multivariate extremal indexes of the sequences and secondly a coefficient that measure the strength of dependence between both sub-vectors. The main results are illustrated with an auto-regressive sequence and a 3-dependent sequence.<br />Comment: 10 pages

Subjects

Subjects :
Mathematics - Probability

Details

Database :
arXiv
Publication Type :
Report
Accession number :
edsarx.1006.1602
Document Type :
Working Paper