) methodology, is used in conjunction with the Semiparametric testing procedure.Monte Carlo power studies show that for binary data … high power in detecting unknown hot-spot clusters. When the dataare not binary, the Semiparametric methodology is still … statistic, in order to achieve power comparable to that achieved by the Semiparametric method. Kulldorff's method with an …