Minimum Variance Unbiased Estimation of P[Y < X] in the Normal Case

A new expression is obtained for the minimum variance unbiased estimator of P[Y < X] under the assumption that X and Y are independent normal random variables. This new expression yields approximations to the UMVUE which are superior to those previously used by Church and Harris [1] and Downton [2].