Nonparametric Bayesian methods for one-dimensional diffusion models

preprint2013arXivOpen access

Abstract

In this paper we review recently developed methods for nonparametric Bayesian inference for one-dimensional diffusion models. We discuss different possible prior distributions, computational issues, and asymptotic results.

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