Asymptotic Bayesian Estimation of a First Order Equation with Small Diffusion

Abstract

In this paper a finite-dimensional diffusion is observed in the presence of an additive Brownian motion. A large deviations result is obtained for the conditional probability distribution of the diffusion given the observations as the noise variances go to zero.