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A class of bivariate independence copula transformations

Authors :
Martynas Manstavičius
Gediminas Bagdonas
Source :
Fuzzy Sets and Systems. 428:58-79
Publication Year :
2022
Publisher :
Elsevier BV, 2022.

Abstract

This paper deals with the problem of characterizing all functions f : [ 0 , 1 ] → R + such that C f ( x , y ) = x y f ( ( 1 − x ) ( 1 − y ) ) , x , y ∈ [ 0 , 1 ] is a bivariate copula. We provide a complete characterization for the two cases: (i) when C f is, in addition, totally positive of order 2 (TP2) and (ii) when f is twice continuously differentiable. In general, the function f need only be twice differentiable Lebesgue almost everywhere as shown by investigating necessary conditions for C f to be a copula. The paper also contains numerous examples illustrating obtained results and connections to known facts from the literature. Moreover, several properties of such copulas are described.

Details

ISSN :
01650114
Volume :
428
Database :
OpenAIRE
Journal :
Fuzzy Sets and Systems
Accession number :
edsair.doi...........4caae44d3711b6ead1ca7ac669ebb18f