Before revision: We develop a Bayesian vector autoregressive (VAR) model  that is capable of handling vast dimensional information sets.
After revision: We develop a Bayesian vector autoregressive (VAR) model with multivariate stochastic volatility that is capable of handling vast dimensional information sets.