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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