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arxiv: 1210.7430 · v1 · pith:OVEIDDFDnew · submitted 2012-10-28 · 🧮 math.ST · stat.TH

Extremal behavior of pMAX processes

classification 🧮 math.ST stat.TH
keywords extremalmultivariateasymptoticdependenceextendedindependencemodelparticular
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The well-known M4 processes of Smith and Weissman are very flexible models for asymptotically dependent multivariate data. Extended M4 of Heffernan \emph{et al.} allows to also account for asymptotic independence. In this paper we introduce a more general multivariate model comprising asymptotic dependence and independence, which has the extended M4 class as a particular case. We study properties of the proposed model. In particular, we compute the multivariate extremal index, tail dependence and extremal coefficients.

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