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2015-11-06
Optimal kernel selection for density estimation
M LerasleN MagalhãesP Reynaud-Bouret
文献摘要
We provide new general kernel selection rules thanks to penalized least-squares criteria. We derive optimal oracle inequalities using adequate concentration tools. We also investigate the problem of minimal penalty as described in [BM07].
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