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Abstract: We build penalized least-squares estimators using the slope heuristic andresampling penalties. We prove oracle inequalities for the selected estimatorwith leading constant asymptotically equal to 1. We compare the practicalperformances of these methods in a short simulation study.



Author: Matthieu Lerasle IMT

Source: https://arxiv.org/







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