Selection procedures help identify the best of a finite set of simulated alternatives. The indifference-zone approach focuses on the probability of correct selection, but the expected opportunity cost of a potentially incorrect decision may make more sense in business contexts. This paper provides the first selection procedure that guarantees an upper bound for the expected opportunity cost, in...