Supplement to "Robust linear least squares regression"

Jean-Yves Audibert 1, 2, 3 Olivier Catoni 4, 5
1 IMAGINE [Marne-la-Vallée]
LIGM - Laboratoire d'Informatique Gaspard-Monge, CSTB - Centre Scientifique et Technique du Bâtiment, ENPC - École des Ponts ParisTech
2 SIERRA - Statistical Machine Learning and Parsimony
DI-ENS - Département d'informatique de l'École normale supérieure, ENS Paris - École normale supérieure - Paris, Inria Paris-Rocquencourt, CNRS - Centre National de la Recherche Scientifique : UMR8548
5 CLASSIC - Computational Learning, Aggregation, Supervised Statistical, Inference, and Classification
DMA - Département de Mathématiques et Applications - ENS Paris, ENS Paris - École normale supérieure - Paris, Inria Paris-Rocquencourt
Abstract : This supplementary material provides the proofs of Theorems 2.1, 2.2 and 3.1 of the article ''Robust linear least squares regression''.
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Jean-Yves Audibert, Olivier Catoni. Supplement to "Robust linear least squares regression". Annals of Statistics, Institute of Mathematical Statistics, 2011, 39 (5), 19 p. ⟨10.1214/11-AOS918SUPP⟩. ⟨hal-00624459⟩

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