27 citations · 51 across the 12 of their papers we have counts for
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stat.ME2014★ 1 cited
Posterior concentration rates for counting processes with Aalen multiplicative intensities
Sophie Donnet, Vincent Rivoirard, Judith Rousseau +1
We provide general conditions to derive posterior concentration rates for Aalen counting processes. The conditions are designed to resemble those proposed in the literature for the…
stat.ME2014
Bayesian adaptation
Catia Scricciolo
In the need for low assumption inferential methods in infinite-dimensional settings, Bayesian adaptive estimation via a prior distribution that does not depend on the regularity of…
math.ST2014★ 5 cited
Posterior concentration rates for empirical Bayes procedures, with applications to Dirichlet Process mixtures
Sophie Donnet, Vincent Rivoirard, Judith Rousseau +1
In this paper we provide general conditions to check on the model and the prior to derive posterior concentration rates for data-dependent priors (or empirical Bayes approaches). W…