Multivariate Density Estimation via Adaptive Partitioning (II): Posterior Concentration

Linxi Liu, Wing Hung Wong

In this paper, we study a class of non-parametric density estimators under Bayesian settings. The estimators are piecewise constant functions on binary partitions. We analyze the c…