Selection of Sparse Vine Copulas in High Dimensions with the Lasso

Dominik Müller, Claudia Czado

We propose a novel structure selection method for high dimensional (d > 100) sparse vine copulas. Current sequential greedy approaches for structure selection require calculating s…