34 citations · 60 across the 3 of their papers we have counts for
3 papers
math.ST2014★ 34 cited
A new method for estimation and model selection: -estimation
Yannick Baraud, Lucien Birgé, Mathieu Sart
The aim of this paper is to present a new estimation procedure that can be applied in many statistical frameworks including density and regression and which leads to both robust an…
math.ST2011
Estimating composite functions by model selection
Yannick Baraud, Lucien Birgé
We consider the problem of estimating a function on for large values of by looking for some best approximation by composite functions of the form . O…
math.ST2008★ 26 cited
Model selection for density estimation with L2-loss
Lucien Birgé
We consider here estimation of an unknown probability density s belonging to L2(mu) where mu is a probability measure. We have at hand n i.i.d. observations with density s and use…