Simple Ancillaries

For a simple versus simple hypothesis testing, in the continuous case, there exists an exact ancillary statistic, which is a function of the likelihood ratio. This fact may be used to assess error probabilities in a conditional sense. A simulation strategy is proposed to compute conditional error probabilities when these are not available in a closed form. As an application, discriminating between group families is considered.