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Introduction à l'estimation non paramétrique (Mathématiques et Applications) [Paperback]

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Item description for Introduction à l'estimation non paramétrique (Mathématiques et Applications) by Alexandre B. Tsybakov...

La thorie de l'estimation non-paramtrique s'est dveloppe considrablement ces deux dernires dcennies, en se fixant pour objectif quelques thmes principaux, en particulier, l'tude de l'optimalit des estimateurs et l'estimation adaptative. Ces deux thmes occupent la place centrale dans le livre. Il s'agit de prsenter, pour quelques modles et exemples simples, les ides principales de l'estimation non-paramtrique. Quelques sujets abords sont: les mthodes de noyaux, de projection et de polynmes locaux, vitesses optimales de convergence, le thorme de Pinsker, les ingalits d'oracle, l'adaptation au sens minimax. Un chapitre est consacr l'exposition dtaille des diffrentes techniques de minoration du risque minimax.

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Item Specifications...

Pages   175
Est. Packaging Dimensions:   Length: 9.1" Width: 6.1" Height: 0.4"
Weight:   0.65 lbs.
Binding  Softcover
Release Date   Sep 5, 2003
Publisher   Springer
ISBN  3540405925  
ISBN13  9783540405924  

Availability  113 units.
Availability accurate as of Apr 29, 2017 03:32.
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