Representing sparse Gaussian DAGs as sparse R-vines allowing for non-Gaussian dependence

Dominik Müller, Claudia Czado

Modeling dependence in high dimensional systems has become an increasingly important topic. Most approaches rely on the assumption of a multivariate Gaussian distribution such as s…