A recurring theme in the literature on financial markets is the study of the volatility of the different financial variables, and their resulting effects on general economic activity. The aim of this research is to present alternative measures of local volatility and the results of their application to peseta exchange rates against the German mark and U.S. dollar in the period 1976-1993.