Coverage Probability of Random Intervals

By our recently developed techniques, we have shown that the minimum coverage probability of a binomial confidence interval with respect to the corresponding binomial parameter is achieved at a discrete set of finite many values. Moreover, we have generalized this result to random intervals for a large class of discrete random variables that includes binomial variable, Poisson variable, negative binomial variable and hypergeometrical random variable as special cases.