On The Estimation of Pr {Y ⩽ X} for Exponential Families

The minimum variance s-unbiased estimator of Pr{Y ⩽ X} is derived for the case in which X and Y are s-independent r.v.'s each with a Cdf belonging to the exponential family but otherwise not necessarily of the same type.