A Bayesian nonparametric approach to log-concave density estimation

Ester Mariucci, Kolyan Ray, Botond Szabo

The estimation of a log-concave density on $\mathbb{R}$ is a canonical problem in the area of shape-constrained nonparametric inference. We present a Bayesian nonparametric approac…