Concentration Inequalities and Model Selection: Ecole D'eté De Probabilités De Saint-Flour XXXIII - 2003

Massart, Pascal/ Picard, Jean (Editor)

ISBN 10: 3540484973 / ISBN 13: 9783540484974

Edité par Springer Verlag, 2007

A propos de cet article

1st edition. 337 pages. 9.00x6.00x0.75 inches. In Stock.

N° de réf. du vendeur x-3540484973

Détails bibliographiques

• Titre: Concentration Inequalities and Model Selection: Ecole D'eté De Probabilités De Saint-Flour XXXIII - 2003
• Éditeur: Springer Verlag
• Date de parution: 2007
• Langue: anglais
• ISBN à 10 chiffres: 3540484973
• ISBN à 13 chiffres: 9783540484974
• Reliure: Paperback
• État de l'article: Brand New
• Poids: 0,64 kilogramme

A propos de ce titre

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.

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.