Spatially homogeneous copulas |
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Authors: | Durante,Fabrizio,Ferná ndez Sá nchez,Juan,Trutschnig,Wolfgang |
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Affiliation: | 1.Dipartimento di Scienze dell’Economia, Università del Salento, Campus Ecotekne - Palazzina C, Via Monteroni 165, 73100, Lecce, Italy ;2.Grupo de Investigación de Análisis Matemático, Universidad de Almería, Carretera Sacramento s/n, La Cañada de San Urbano, 04120, Almería, Spain ;3.Department for Mathematics, University of Salzburg, Hellbrunner Strasse 34, 5020, Salzburg, Austria ; |
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Abstract: | We consider spatially homogeneous copulas, i.e. copulas whose corresponding measure is invariant under a special transformations of ([0,1]^2), and we study their main properties with a view to possible use in stochastic models. Specifically, we express any spatially homogeneous copula in terms of a probability measure on [0, 1) via the Markov kernel representation. Moreover, we prove some symmetry properties and demonstrate how spatially homogeneous copulas can be used in order to construct copulas with surprisingly singular properties. Finally, a generalization of spatially homogeneous copulas to the so-called (m, n)-spatially homogeneous copulas is studied and a characterization of this new family of copulas in terms of the Markov (*)-product is established. |
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