Semiparametric hypotheses testing for dynamical systems with small noise

Abstract

A problem of hypothesis testing is considered for a model of diffusion process with diffusion coefficient tending to zero. A simple hypothesis and a semiparametric alternative are formulated in the terms of the values of some functional of nonperturbed trajectory of the dynamical system. The test proposed is locally asymptotically uniformly most powerful for a class of contiguous alternatives.