Optimal portfolios: Markowitz full covariance versus simple selection rules

Two major problems faced by portfolio managers are estimating the risk and return characteristics of individual securities and combining individual security risk and return estimates into optimal portfolios. The second problem is investigated in this paper by using the simple ranking criteria suggested by Elton, Gruber, and Padberg (EGP). The empirical results indicate that the EGP procedure is effective in estimating Markowitz efficient portfolios and can be an effective screening procedure for large numbers of securities.