This paper studies the relation between the marginalist revolution and the use of the mathematical method in economics. A first version of this work was written as a term paper when I was a student of George Stigler at the University of Chicago. The present version has been benefitted from his comments and suggestions, as well as from the original bibliographical references provided by professor Stigler.