This study constructs a Bayesian VAR model of US rice prices, in conjunction with supply and demand functions. Various validation tests are conducted to examine whether or not the BVAR model satisfies its dual functionality: Providing a dynamic analysis of the effects of a price support program and generating reasonable short-term rice price forecasts.