where T is the number of periods in the sample, and Rt the rate of return in period t. We also computed various approximations to EU where the approximation depends only on the mean value E and the variance V of the
distribution. Of the various approximations tried in Levy-Markowitz the one which did best, almost without exception, was essentially that suggested in Markowitz (1959), namely