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Generalized madogram and pairwise dependence of maxima over two regions of a random field

Cecília Fonseca, Luísa Pereira, Helena Ferreira, Ana Paula Martins (2015)

Kybernetika

Spatial environmental processes often exhibit dependence in their large values. In order to model such processes their dependence properties must be characterized and quantified. In this paper we introduce a measure that evaluates the dependence among extreme observations located in two disjoint sets of locations of 2 . We compute the range of this new dependence measure, which extends the existing λ -madogram concept, and compare it with extremal coefficients, finding generalizations of the known...

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