Kniha Concentration Inequalities and Model Selection Pascal Massart

Concentration Inequalities and Model Selection

Ecole d'Eté de Probabilités de Saint-Flour XXXIII - 2003

Jazyk: Angličtina
Väzba: Brožovaná
Vydavateľ: Springer, Berlin
Dostupnosť: Skladom u dodávateľa
Odosielame za 5-8 dní
69.95
Concentration inequalities have been recognized as fundamental tools in several domains such as geom...

Informácie o knihe

Jazyk
Angličtina
Väzba
Kniha - Brožovaná
Vydalo
2011
Stránok
343
EAN
9783540484974
ISBN
3540484973
Enbook ID
05274062
Vydavateľ
Hmotnosť
551
Rozmery
155 x 235 x 20

Kompletný popis

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.

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