Introduction à l'estimation non paramétrique
Language: French
Published by Springer, 2003
- Softcover
- New
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Seller Inventory # 9783540405924
- Title
- Introduction à l'estimation non paramétrique
- Author
- Alexandre B. Tsybakov
- Publisher
- Springer
- Publication year
- 2003
- Condition
- Neu
- Binding
- Taschenbuch
- Language
- French
- ISBN 10
- 3540405925
- ISBN 13
- 9783540405924
- Item weight
- 295 grams
- Dimensions
- 235x155x11 mm
La théorie de l'estimation non-paramétrique s'est développée considérablement ces deux dernières décennies, en se fixant pour objectif quelques thèmes principaux, en particulier, l'étude de l'optimalité des estimateurs et l'estimation adaptative. Ces deux thèmes occupent la place centrale dans le livre. Il s'agit de présenter, pour quelques modèles et exemples simples, les idées principales de l'estimation non-paramétrique. Quelques sujets abordés sont: les méthodes de noyaux, de projection et de polynômes locaux, vitesses optimales de convergence, le théorème de Pinsker, les inégalités d'oracle, l'adaptation au sens minimax. Un chapitre est consacré à l'exposition détaillée des différentes techniques de minoration du risque minimax.
"Synopsis" may belong to another edition of this title.
From the Back Cover
La théorie de l'estimation non-paramétrique s'est développée considérablement ces deux dernières décennies, en fixant pour objectif quelques th\`emes principaux, en particulier, l'étude de l'optimalité des estimateurs, et l'estimation adaptative. Ces deux thèmes occupent la place centrale dans le livre. Il s'agit de présenter, pour quelques modèles et exemples simples, les idées principales de l'estimation non-paramétrique. Quelques sujets abordés sont: les méthodes de noyaux, de projection et de polynômes locaux, vitesses optimales de convergence, le Théorème de Pinsker, les inégalités d'oracle, l'adaptation au sens minimax. Un chapitre est consacré à l'exposition détaillée des différentes techniques de minoration du risque minimax.
"About the title" may belong to another edition of this title.
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