Introduction to Nonparametric Estimation
Alexandre B. Tsybakov
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Description for Introduction to Nonparametric Estimation
paperback. Developed from lecture notes and ready to be used for a course on the graduate level, this concise text aims to introduce the fundamental concepts of nonparametric estimation theory while maintaining the exposition suitable for a first approach in the field. Series: Springer Series in Statistics. Num Pages: 224 pages, biography. BIC Classification: KCH; PBT; UYA; UYQP; UYS. Category: (P) Professional & Vocational. Dimension: 234 x 156 x 12. Weight in Grams: 355.
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 ... Read more
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 ... Read more
Product Details
Format
Paperback
Publication date
2010
Publisher
Springer United States
Number of pages
224
Condition
New
Series
Springer Series in Statistics
Number of Pages
214
Place of Publication
New York, NY, United States
ISBN
9781441927095
SKU
V9781441927095
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
Reviews for Introduction to Nonparametric Estimation
From the reviews: “The book is meant to be an introduction to the rich theory of nonparametric estimation through some simple models and examples. The detailed proofs given in the book will help the interested reader to understand the subject better. This well written book will be welcomed by all those interested in learning the presented concepts. The author ... Read more