Vine copulas as a mean for the construction of high dimensional probability distribution associated to a Markov Network

Edith Kovacs, Tamas Szantai

Building higher-dimensional copulas is generally recognized as a difficult problem. Regular-vines using bivariate copulas provide a flexible class of high-dimensional dependency mo…