The closeness of distribution functions of order statistics between positively (negatively) associated and independent random variables is compared. One application is presented.

Portfolios selected based on the sample covariance estimates may not be stable or robust, particularly so in situations with a large number of assets. The l1 or l2 norm constrained portfolio optimization method has been used as a robust method to control the sparsity or to shrink the estimated...