Estimation of Binomial Distribution in the Light of Future Data

A predictive estimator for estimating the parameter of binomial distribution is suggested. This estimator aims to maximize the expectation of expected log-likelihood. The results given by this estimator are superior to those given by the maximum likelihood estimator in terms of the predictions when a little prior knowledge about the parameter is available.