I always have taken it that way (a recommendation from my father). I know that common recipes call for 'whiskey' or rye, but afterall, bourbon is nothing more than a U.S. whiskey made with corn (I know there are more stipulations on what makes a whiskey bourbon, but who really wants to read that?)