Majorization bounds for distribution functions

For a univariate distribution function (cdf) the upper and lower bounds expressed in terms of mixtures of cdf's of order statistics are obtained. For a bivariate cdf, similar bounds, expressed in terms of mixtures of joint cdf's of order statistics and their concomitants, are given. It is shown that these bounds converge to the corresponding cdf.