Principal Component Copulas for Capital Modelling
Principal Component Copulas for Capital Modelling
We introduce a class of copulas that we call Principal Component Copulas. This class intends to combine the strong points of copula-based techniques with principal component-based models, which results in flexibility when modelling tail dependence along the most important directions in multivariate data. The proposed techniques have conceptual similarities and …