Non-parametric Inference for Diffusion Processes: A Computational Approach via Bayesian Inversion for PDEs

Maximilian Kruse, Sebastian Krumscheid

In this paper, we present a theoretical and computational workflow for the non-parametric Bayesian inference of drift and diffusion functions of autonomous diffusion processes. We…