Introduction to Nonparametric Estimation

Language: English

Published by Springer, Humana Nov 2008, 2008

0387790519 / 9780387790510

Series: Book 104 of 160 - Springer Series in Statistics

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This item is printed on demand - Print on Demand Titel. Neuware -This is a revised and extended version of the French book. The main changes are in Chapter 1 where the former Section 1. 3 is removed and the rest of the material is substantially revised. Sections 1. 2. 4, 1. 3, 1. 9, and 2. 7. 3 are new. Each chapter now has the bibliographic notes and contains the exercises section. I would like to thank Cristina Butucea, Alexander Goldenshluger, Stephan Huckenmann, Yuri Ingster, Iain Johnstone, Vladimir Koltchinskii, Alexander Korostelev, Oleg Lepski, Karim Lounici, Axel Munk, Boaz Nadler, AlexanderNazin,PhilippeRigollet,AngelikaRohde,andJonWellnerfortheir valuable remarks that helped to improve the text. I am grateful to Centre de Recherche en Economie et Statistique (CREST) and to Isaac Newton Ins- tute for Mathematical Sciences which provided an excellent environment for nishing the work on the book. My thanks also go to Vladimir Zaiats for his highly competent translation of the French original into English and to John Kimmel for being a very supportive and patient editor. Alexandre Tsybakov Paris, June 2008 Preface to the French Edition The tradition of considering the problem of statistical estimation as that of estimation of a nite number of parameters goes back to Fisher. However, parametric models provide only an approximation, often imprecise, of the - derlying statistical structure. Statistical models that explain the data in a more consistent way are often more complex: Unknown elements in these models are, in general, some functions having certain properties of smoo- ness.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 228 pp. Englisch.

Seller Inventory # 9780387790510

Title
Introduction to Nonparametric Estimation
Author
Alexandre B. Tsybakov
Publisher
Springer, Humana Nov 2008
Publication year
2008
Condition
Neu
Binding
Buch
Language
English
ISBN 10
0387790519
ISBN 13
9780387790510
Item weight
512 grams
Dimensions
241x160x18 mm
Series
Book 104 of 160: Springer Series in Statistics

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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