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arxiv: 1006.1602 · v1 · submitted 2010-06-08 · 🧮 math.PR

Dependence of multivariate extremes

classification 🧮 math.PR
keywords multivariatesequenceconditionsdependencedependentdistributionextremalsub-vectors
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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.

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