Designing of biologically active molecules on a rational basis is of utmost importance to medicinal chemists. Until about the late 1950’s most of the structure-activity correlations were emperical and qualitative. Although attempts have been made to apply quantitative methods to biological activity since last century, a major effort in this field has been made only very recently based on physical organic chemistry using regression analysis and computer technology.