Particle-based likelihood inference in partially observed diffusion processes using generalised Poisson estimators

Jimmy Olsson, Jonas Ströjby

This paper concerns the use of the expectation-maximisation (EM) algorithm for inference in partially observed diffusion processes. In this context, a well known problem is that al…