The empirical results show that the change in each grain price is significantly influenced by the
changes in crude oil price and other grain prices during the period extending from the 3rd week in 2005 to the 20th week in 2008, which implies that grain commodities are competing with the derived demand for bio-fuels using soybean or corn to produce ethanol or bio-diesel during the period of higher crude oil prices in these recent years.