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Concentration Inequalities and Model Selection: Ecole D'Eté de Probabilités de Saint-Flour XXXIII - 2003 (Lecture Notes in Mathematics / École d'Été de Probabilités de Saint-Flour) - Couverture souple
Synopsis
Concentration inequalities have been recognized as fundamental tools in several domains such as geometry of Banach spaces or random combinatorics. They also turn to be essential tools to develop a non asymptotic theory in statistics. This volume provides an overview of a non asymptotic theory for model selection. It also discusses some selected applications to variable selection, change points detection and statistical learning.
Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.
À propos de l?auteur
Prof. Massart has received the bronze medal of the CNRS (in mathematics and theoretical physics) in 1988 and the COPPS Presidents' award in 1998.
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Concentration Inequalities and Model Selection: Ecole d'Età de Probabilitàs de Saint-Flour XXXIII - 2003 (Lecture Notes in Mathematics, 1896)
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Springer, 2007
ISBN 10 : 3540484973
ISBN 13 : 9783540484974
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Concentration Inequalities and Model Selection: Ecole d'Eté de Probabilités de Saint-Flour XXXIII - 2003 (Lecture Notes in Mathematics, 1896)
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Concentration Inequalities and Model Selection : Ecole D'eté De Probabilités De Saint-Flour XXXIII - 2003
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Concentration Inequalities and Model Selection: Ecole d'Eté de Probabilités de Saint-Flour XXXIII - 2003 (Lecture Notes in Mathematics, 1896)
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Concentration Inequalities and Model Selection: Ecole d'Eté de Probabilités de Saint-Flour XXXIII - 2003 (Lecture Notes in Mathematics, 1896)
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Concentration Inequalities and Model Selection (Paperback)
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Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, Berlin, 2007
ISBN 10 : 3540484973
ISBN 13 : 9783540484974
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Paperback. Etat : new. Paperback. Since the impressive works of Talagrand, concentration inequalities have been recognized as fundamental tools in several domains such as geometry of Banach spaces or random combinatorics. They also turn out to be essential tools to develop a non-asymptotic theory in statistics, exactly as the central limit theorem and large deviations are known to play a central part in the asymptotic theory. 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 accessible to graduate students. They also turn out to be essential tools to develop a non-asymptotic theory in statistics, exactly as the central limit theorem and large deviations are known to play a central part in the asymptotic theory. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. N° de réf. du vendeur 9783540484974
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Concentration Inequalities and Model Selection : Ecole D'eté De Probabilités De Saint-Flour XXXIII - 2003
Edité par
Springer, 2007
ISBN 10 : 3540484973
ISBN 13 : 9783540484974
Ancien ou d'occasion
Couverture souple
Vendeur : GreatBookPrices, Columbia, MD, Etats-Unis
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Concentration Inequalities and Model Selection
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Springer Berlin Heidelberg Apr 2007, 2007
ISBN 10 : 3540484973
ISBN 13 : 9783540484974
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Taschenbuch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Since the impressive works of Talagrand, concentration inequalities have been recognized as fundamental tools in several domains such as geometry of Banach spaces or random combinatorics. They also turn out to be essential tools to develop a non-asymptotic theory in statistics, exactly as the central limit theorem and large deviations are known to play a central part in the asymptotic theory. 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 andaccessible to graduate students. 360 pp. Englisch. N° de réf. du vendeur 9783540484974
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Concentration Inequalities and Model Selection: Ecole d?Et? de Probabilit?s de Saint-Flour XXXIII - 2003
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Etat : New. 2007. Paperback. . . . . . N° de réf. du vendeur V9783540484974
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Concentration Inequalities and Model Selection: Ecole d'Eté de Probabilités de Saint-Flour XXXIII - 2003 (Lecture Notes in Mathematics, 1896)
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paperback. Etat : New. In shrink wrap. Looks like an interesting title! N° de réf. du vendeur Q-3540484973
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