The thesis deals with an identification of the mutual causal relationship between the crude oil price and the gasoline price both on the commodity exchange and in the chosen countries. The DCCA method was used to quantify this relationship. The testing period was since August 2006 to March 2015 in weekly intervals. The results have proved the mutual correlation between the prices of both commodities.