Semiparametric Bernstein-von Mises Phenomenon via Isotonized Posterior in Wicksell's problem

Francesco Gili, Geurt Jongbloed, Aad van der Vaart

In this paper, we propose a novel Bayesian approach for nonparametric estimation in Wicksell's problem. This has important applications in astronomy for estimating the distribution…