Abstract: | Individual, small group, and program effectiveness can be evaluated quickly and painlessly using the binomial expansion. This powerful, but seldom used, nonparametric method is described and specific examples are used to illustrate its simplicity and elegance. An abbreviated table of probabilities is included. |