Reversible jump MCMC for nonparametric drift estimation for diffusion processes

Frank van der Meulen, Moritz Schauer, Harry van Zanten

In the context of nonparametric Bayesian estimation a Markov chain Monte Carlo algorithm is devised and implemented to sample from the posterior distribution of the drift function…