Kullback-Leibler Consistency of $p$-dimensional Pólya Tree Posteriors and Differential Entropy Estimation

Fernando Corrêa, Rafael Bassi Stern, Julio Michael Stern

We exploit the multiplicative structure of Pólya Tree priors to establish novel consistency results on $p$-dimensional trees, conditions to obtain Kullback-Leibler minimax contrac…