Bayesian estimation of discretely observed multi-dimensional diffusion processes using guided proposals

Frank van der Meulen, Moritz Schauer

Estimation of parameters of a diffusion based on discrete time observations poses a difficult problem due to the lack of a closed form expression for the likelihood. From a Bayesia…