Combining Shrinkage and Sparsity in Conjugate Vector Autoregressive Models

Niko Hauzenberger, Florian Huber, Luca Onorante

Conjugate priors allow for fast inference in large dimensional vector autoregressive (VAR) models but, at the same time, introduce the restriction that each equation features the s…