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| Genre/Form: | Electronic books |
|---|---|
| Additional Physical Format: | Print version: Massart, Pascal. Concentration inequalities and model selection. Berlin ; New York : Springer, c2007 (DLC) 2007921691 (OCoLC)128291269 |
| Material Type: | Document, Internet resource |
| Document Type: | Internet Resource, Computer File |
| All Authors / Contributors: |
Pascal Massart |
| ISBN: | 9783540485032 3540485031 3540484973 9783540484974 |
| OCLC Number: | 191467253 |
| Description: | 1 online resource (xiv, 337 p.) |
| Series Title: | Lecture notes in mathematics (Springer-Verlag), 1896. |
| Responsibility: | Pascal Massart. |
Abstract:
"An overview of a non-asymptotic theory for model selection is given here and some selected applications to variable selection, change points detection and statistical learning are discussed. This volume reflects the content of the course given by P. Massart in St. Flour in 2003. It is mostly self contained and accessive to graduate students."--Jacket.
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Similar Items
Related Subjects:(11)
- Mathematical models.
- Mathematical statistics -- Methodology.
- Inequalities (Mathematics)
- Modèles mathématiques.
- Statistique mathématique -- Méthodologie.
- Inégalités (Mathématiques)
- MATHEMATICS -- General.
- Verdelingen (statistiek)
- Combinatieleer.
- Modelos matemáticos.
- Estatística (metodologia)

