This paper estimates Bayesian Vector Autoregressive (BVAR) models, both spatial and non-spatial (univariate and … corresponding univariate variant of the same. Finally, the models that produce the minimum average Root Mean Square Errors (RMSEs … show that the BVARs, in whatever form they might be, are the best performing models in 19 of the 20 states. Moreover, these …