Pair-copula based mixture models and their application in clustering
A pair-copula based mixture model. Separation of margins and dependence structures of a multivariate distribution. Design of an EM parameter estimation framework that allows online selection of margins and copulas. Application of pair-copula mixture distribution to the problem of model based clustering.
mixture models clustering pair-copula construction d-vine