Asymptotic Properties of a Neyman-Pearson Test for Model Discrimination, with an Application to Experimental Design

We present and derive the asymptotic properties of a certain Neyman-Pearson test, relevant for problems concerning discrimination between two competing models. We then study an application in which this test is used to assess the efficacy of designs, the purpose of which is to aid in discriminating between two nonlinear regression models.