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Multivariate copulas with given values at two arbitrary points

Erich Peter Klement (), Damjana Kokol Bukovšek (), Matjaž Omladič (), Susanne Saminger-Platz () and Nik Stopar ()
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Erich Peter Klement: Johannes Kepler University Linz
Damjana Kokol Bukovšek: University of Ljubljana
Matjaž Omladič: Institute of Mathematics, Physics and Mechanics
Susanne Saminger-Platz: Johannes Kepler University Linz
Nik Stopar: University of Ljubljana

Statistical Papers, 2023, vol. 64, issue 6, No 9, 2015-2055

Abstract: Abstract Copulas are functions that link an n-dimensional distribution function with its one-dimensional margins. In this contribution we show how n-variate copulas with given values at two arbitrary points can be constructed. Thereby, we also answer a so far open question whether lower and upper bounds for n-variate copulas with given value at a single arbitrary point are achieved. We also introduce and discuss the concept of an $$\mathbf{F}$$ F -copula which is needed for proving our results.

Keywords: Copula; Quasi-copula; Multivariate distribution; Bounds; 62H05; 60E05 (search for similar items in EconPapers)
Date: 2023
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DOI: 10.1007/s00362-022-01362-4

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