Alain Celisse

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20082025

most citedA survey of cross-validation procedures for model selection

3.5k citations · 3.7k across the 15 of their papers we have counts for

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2 papers · 1 filter

math.ST2008★ 59 cited

Optimal cross-validation in density estimation with the $L^{2}$ -loss

Alain Celisse

We analyze the performance of cross-validation (CV) in the density estimation framework with two purposes: (i) risk estimation and (ii) model selection. The main focus is given to…

math.ST2008★ 4 cited

A leave-p-out based estimation of the proportion of null hypotheses

Alain Celisse, Stéphane Robin

In the multiple testing context, a challenging problem is the estimation of the proportion $π_{0}$ of true-null hypotheses. A large number of estimators of this quantity rely on iden…

Optimal cross-validation in density estimation with the L2-loss

A leave-p-out based estimation of the proportion of null hypotheses

Optimal cross-validation in density estimation with the $L^{2}$ -loss