A note on Moore's conjecture

We establish the conjecture of Moore [1973. A note on Srinivasan's goodness-of-fit test. Biometrika 60, 209-211] that the usual plug-in estimate of a distribution function and the Rao-Blackwell estimate of the distribution function are asymptotically equivalent for a wide class of exponential family distributions.