Abstract: This paper mainly deals with the Bayesian statistical inference theory on the VAR ( ρ ) forecasting model based on the parameters‘ Minnesota conjugate prior distribution,including the prior distribution‘ s structure, the parameters‘ posterior distribution, and compares the forecasting accuracy of AR, VAR and BVAR model.