Nonparametric Bayesian inference of discretely observed diffusions

Jean-Charles Croix, Masoumeh Dashti, Istvàn Zoltàn Kiss

We consider the problem of the Bayesian inference of drift and diffusion coefficient functions in a stochastic differential equation given discrete observations of a realisation of…