The unwalked path between quasi-copulas and copulas

International Journal of Approximate Reasoning(2017)

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摘要
We study the class of supermodular n-quasi-copulas.We show that some properties of 2-copulas extend to supermodular n-quasi-copulas.We introduce the class of k-dimensionally-increasing n-quasi-copulas.We solve an open problem regarding a characterization of n-quasi-copulas. We show that as the dimensionality increases, more and more interesting classes of operations can be identified between the class of n-quasi-copulas and the class of n-copulas. One such class is the class of supermodular n-quasi-copulas. We observe that some properties of 2-copulas that cannot be generalized to higher-dimensional copulas, hold true for supermodular n-quasi-copulas. Additionally, we show that trying to generalize a volume-based characterization of bivariate copulas to higher dimensions, results in a restrictive class of n-quasi-copulas.
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关键词
n-quasi-copula,n-copula,Aggregation function,Lipschitz continuity,Supermodularity,n-increasingness
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