27 citations · 51 across the 12 of their papers we have counts for
4 papers · 1 filter
Bayes and maximum likelihood for -Wasserstein deconvolution of Laplace mixtures
Catia Scricciolo
We consider the problem of recovering a distribution function on the real line from observations additively contaminated with errors following the standard Laplace distribution. As…
Sharp sup-norm Bayesian curve estimation
Catia Scricciolo
Sup-norm curve estimation is a fundamental statistical problem and, in principle, a premise for the construction of confidence bands for infinite-dimensional parameters. In a Bayes…
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…
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…