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In addition to everything else said: copulas are not necessarily a structure we enforce onto a joint distribution. Any joint distribution generates some copula, which is the set of laws according to which ranks of variable $X_i$ are related to ranks of variable $X_j$. What copula modeling does is simplifying the true, complex copula structure using some ...


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