Copulas in Hilbert spaces

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Authors

External Organisational units

  • King’s College London, Department of Philosophy

Abstract

In this article, the concept of copulas is generalised to infinite dimensional Hilbert spaces. We show one direction of Sklar's theorem and explain that the other direction fails in infinite dimensional Hilbert spaces. We derive a necessary and sufficient condition which allows to state this direction of Sklar's theorem in Hilbert spaces. We consider copulas with densities and specifically construct copulas in a Hilbert space by a family of pairwise copulas with densities.

Details

Original languageEnglish
Pages (from-to)222-239
Number of pages18
JournalStochastics
Volume89.2017
Issue number1
DOIs
Publication statusPublished - 16 Mar 2016