27 citations · 31 across the 2 of their papers we have counts for
2 papers
math.ST2012★ 4 cited
Adaptive Bayesian density estimation using Pitman-Yor or normalized inverse-Gaussian process kernel mixtures
Catia Scricciolo
We consider Bayesian nonparametric density estimation using a Pitman-Yor or a normalized inverse-Gaussian process kernel mixture as the prior distribution for a density. The proced…
math.ST2007★ 27 cited
Convergence rates for Bayesian density estimation of infinite-dimensional exponential families
Catia Scricciolo
We study the rate of convergence of posterior distributions in density estimation problems for log-densities in periodic Sobolev classes characterized by a smoothness parameter p.…