4.5 Article

Extending sub-quasi-copulas

Journal

Publisher

ACADEMIC PRESS INC ELSEVIER SCIENCE
DOI: 10.1016/j.jmaa.2021.125099

Keywords

Copula; Quasi-copula; Discrete copula; Imprecise copula; Defect

Funding

  1. Slovenian Research Agency [P1-0222]

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The paper presents a method that gives all possible quasi-copulas that extend a given sub-quasi-copula to the whole domain, as well as a construction of two quasi-copulas that unveil an interesting counterexample in imprecise probability theory.
The main result of this paper is a method that gives all possible quasi-copulas that extend a given sub-quasi-copula to the whole domain, i.e., unit square [0, 1] x [0, 1]. It is known that extending quasi-copulas is a deeper challenge than extending copulas, so we need to develop new techniques to do that. Perhaps surprisingly, our method is at the same time elementary and universal - two seemingly contradicting properties that none of the known methods for extending copulas seem to possesses. We also give a construction of two quasi-copulas that unveil an interesting counterexample in imprecise probability theory. (C) 2021 Elsevier Inc. All rights reserved.

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