Note: Due to a small coding error in the original modelling, this post has been edited since its initial release. Results and discussion remain qualitatively the same, while some differences in the impulse responses emerged. Historical decompositions remain practically the same. Although practical algorithms for Gibbs sampling have been available for some time (see Villani,…