2 citations · 5 across the 5 of their papers we have counts for
5 papers
Bernstein Von Mises Theorem for linear functionals of the density
Vincent Rivoirard, Judith Rousseau
In this paper, we study the asymptotic posterior distribution of linear functionals of the density. In particular, we give general conditions to obtain a semiparametric version of…
Adaptive density estimation: a curse of support?
Patricia Reynaud-Bouret, Vincent Rivoirard, Christine Tuleau-Malot
This paper deals with the classical problem of density estimation on the real line. Most of the existing papers devoted to minimax properties assume that the support of the underly…
Adaptive Dantzig density estimation
Karine Bertin, Erwan Le Pennec, Vincent Rivoirard
This paper deals with the problem of density estimation. We aim at building an estimate of an unknown density as a linear combination of functions of a dictionary. Inspired by Cand…
Calibration of thresholding rules for Poisson intensity estimation
Patricia Reynaud-Bouret, Vincent Rivoirard
In this paper, we deal with the problem of calibrating thresholding rules in the setting of Poisson intensity estimation. By using sharp concentration inequalities, oracle inequali…
Maxisets for Model Selection
Florent Autin, Erwan Le Pennec, Jean-Michel Loubes +1
We address the statistical issue of determining the maximal spaces (maxisets) where model selection procedures attain a given rate of convergence. By considering first general dict…