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It is realized that many multivariate distributions possess the NSD property exhibited in practical examples.
On this basis, the Pair-Copula construction method was proposed to build flexible multivariate distributions.
Zonoid trimming for multivariate distributions is considered in ([Koshevoy and Mosler 1997]; [Mosler 2002]).
Inter-relationships between kindred variables are taken into account using multivariate distributions based on copulas and the marginal distributions involved.
Different construction non-parametric procedures in order to address multivariate distributions have been also presented [21, 30, 31].
We conclude this section by noting the availability of multivariate distributions with Pareto conditionals rather than Pareto marginals.
The copula-based technique is a powerful method in modeling non-Gaussian multivariate distributions with non-linear inter-dimensional dependency.
Similar(4)
As stated by Sklar (1959), copula couples the multivariate distribution to its marginal distributions which are uniformly distributed on [0,1].
Therefore, any multivariate distribution is applicable.
Copula is a function with multivariate distribution.
First, the multivariate distribution of the asset returns is fitted by a multivariate distribution.
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