Optimal model selection in density estimation
Résumé
We build penalized least-squares estimators using the slope heuristic and resampling penalties. We prove oracle inequalities for the selected estimator with leading constant asymptotically equal to $1$. We compare the practical performances of these methods in a short simulation study.
| Origine | Fichiers produits par l'(les) auteur(s) |
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