2 papers
math.ST2026
Kullback-Leibler Consistency of -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 -dimensional trees, conditions to obtain Kullback-Leibler minimax contrac…
stat.ME2025
Nonparametric FBST for Validating Linear Models
Rodrigo F. L. Lassance, Julio M. Stern, Rafael B. Stern
The Full Bayesian Significance Test (FBST) possesses many desirable aspects, such as dismissing the need for hypotheses to have positive prior probability and providing a measure o…