Bayesian nonparametric sparse VAR models

Monica Billio, Roberto Casarin, Luca Rossini

High dimensional vector autoregressive (VAR) models require a large number of parameters to be estimated and may suffer of inferential problems. We propose a new Bayesian nonparame…