Copulas and vines allow us to model the distribution of multivariate random variables in a flexible way. This article introduces copulas via Sklar's theorem, explains how pair copula constructions are built by decomposing multivariate copula densities, and illustrates vine graphical representations.
Copulas and Vines
Dalla Valle L
2017-01-01
Abstract
Copulas and vines allow us to model the distribution of multivariate random variables in a flexible way. This article introduces copulas via Sklar's theorem, explains how pair copula constructions are built by decomposing multivariate copula densities, and illustrates vine graphical representations.
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