Deconvolution Problems in Nonparametric Statistics
Language: English
Published by Springer Berlin Heidelberg, 2009
- Softcover
- New
Seller: moluna, Greven, Germanymoluna
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Condition: New
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Add to basketItem description from seller
Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Gives a general unifying approach to statistical deconvolution topics with easy to understand proofs and applicationsDeconvolution problems occur in many ?elds of nonparametric statistics, for example, density estimation based on contaminated data, nonp.
Seller Inventory # 4901669
- Title
- Deconvolution Problems in Nonparametric Statistics
- Author
- Alexander Meister
- Publisher
- Springer Berlin Heidelberg
- Publication year
- 2009
- Condition
- New
- Binding
- Soft cover
- Language
- English
- ISBN 10
- 3540875565
- ISBN 13
- 9783540875567
- Series
- Book 41 of 72: Lecture Notes in Statistics
- Seller catalogs
- Mathematik/Naturwissenschaften/Technik/Medizin
This book gives an introduction to deconvolution problems in nonparametric statistics. It details some real-life applications as well as methodology and theory.
"Synopsis" may belong to another edition of this title.
From the Back Cover
This book gives an introduction to deconvolution problems in nonparametric statistics, e.g. density estimation based on contaminated data, errors-in-variables regression, and image reconstruction. Some real-life applications are discussed while we mainly focus on methodology (description of the estimation procedures) and theory (minimax convergence rates with rigorous proofs and adaptive smoothing parameter selection). In general, we have tried to present the proofs in such manner that only a low level of previous knowledge is needed. An appendix chapter on further results of Fourier analysis is also provided.
"About the title" may belong to another edition of this title.
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