2 citations · 3 across the 4 of their papers we have counts for
4 papers
A statistical methodology to select covariates in high-dimensional data under dependence. Application to the classification of genetic profiles in oncology
Bérangère Bastien, Taha Boukhobza, Hélène Dumond +3
We propose a new methodology for selecting and ranking covariates associated with a variable of interest in a context of high-dimensional data under dependence but few observations…
Optimal choice among a class of nonparametric estimators of the jump rate for piecewise-deterministic Markov processes
Romain Azaïs, Aurélie Muller-Gueudin
A piecewise-deterministic Markov process is a stochastic process whose behavior is governed by an ordinary differential equation punctuated by random jumps occurring at random time…
Certainty bands for the conditional cumulative distribution function and applications
Sandie Ferrigno, Bernard Foliguet, Myriam Maumy-Bertrand +1
In this paper, we establish uniform asymptotic certainty bands for the conditional cumulative distribution function. To this aim, we give exact rate of strong uniform consistency f…
Convergence and performances of the peeling wavelet denoising algorithm
Céline Lacaux, Aurélie Muller, Radu Ranta +1
This note is devoted to an analysis of the so-called peeling algorithm in wavelet denoising. Assuming that the wavelet coefficients of the signal can be modeled by generalized Gaus…