Pascal Massart

(Author)

Concentration Inequalities and Model Selection: Ecole d'Eté de Probabilités de Saint-Flour XXXIII - 2003 (2007)Paperback - 2007, 18 April 2007

Concentration Inequalities and Model Selection: Ecole d'Eté de Probabilités de Saint-Flour XXXIII - 2003 (2007)
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Part of Series
Lecture Notes in Mathematics
Part of Series
Ecole D'Ete de Probabilites de Saint-Flour
Part of Series
École D'Été de Probabilités de Saint-Flour
Print Length
343 pages
Language
English
Publisher
Springer
Date Published
18 Apr 2007
ISBN-10
3540484973
ISBN-13
9783540484974

Description

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.

Product Details

Author:
Pascal Massart
Book Edition:
2007
Book Format:
Paperback
Country of Origin:
DE
Date Published:
18 April 2007
Dimensions:
23.37 x 15.49 x 2.03 cm
ISBN-10:
3540484973
ISBN-13:
9783540484974
Language:
English
Location:
Berlin, Heidelberg
Pages:
343
Publisher:
Weight:
539.77 gm

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