ABSTRACTThe increased importance of the nonnormal stable Paretian distributions necessitates the development of an investment criterion which does not depend upon the mean and variance. This paper develops a criterion based upon the location and scale parameters of a probability distribution. The rationale of the criterion is established using stochastic dominance orderings of probability distributions. The paper also presents estimators for the location and scale parameters.