Science/Engineering Introduction to Nonparametric Estimation (Springer Series in Statistics) (0387790519)

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This is a concise text developed from lecture notes and ready to be used for a course on the graduate level. The main idea is to introduce the fundamental concepts of the theory while maintaining the exposition suitable for a first approach in the field. Therefore, the results are not always given in the most general form but rather under assumptions that lead to shorter or more elegant proofs.

The book has three chapters. Chapter 1 presents basic nonparametric regression and density estimators and analyzes their properties. Chapter 2 is devoted to a detailed treatment of minimax lower bounds. Chapter 3 develops more advanced topics: Pinsker’s theorem, oracle inequalities, Stein shrinkage, and sharp minimax adaptivity.

This book will be useful for researchers and grad students interested in theoretical aspects of smoothing techniques. Many important and useful results on optimal and adaptive estimation are provided. As one of the leading mathematical statisticians working in nonparametrics, the author is an authority on the subject.

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	Science/Engineering Nonparametric Statistics: An Introduction Jean D. Gibbons,"Nonparametric Statistics: An Introduction"Sage Publications \| 1992-10-07 \| ISBN: 0803939515 \| 96 pages \| PDF \| 1 mb"Nonparametric Statistics is a short and sweet introduction to the five most familiar nonparametric location ...
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	Science/Engineering Introduction to Nonparametric Estimation Alexandre B. Tsybakov, "Introduction to Nonparametric Estimation" Springer \| 2008 \| ISBN: 0387790519 \| 224 pages \| PDF \| 1,6 MB This is a concise text developed from lecture notes and ready to be used for a course on the graduate level. ...
	Mathematics Nonparametric Statistics for Stochastic Processes: Estimation and Prediction (Lecture Notes in Statistics) Nonparametric Statistics for Stochastic Processes: Estimation and Prediction (Lecture Notes in Statistics)Springer \| ISBN: 0387985905 \| 1998-08-13 \| PDF \| 232 pages \| 7 Mb This book is devoted to the theory and applications of nonparametic ...
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	Mathematics Life Distributions: Structure of Nonparametric, Semiparametric, and Parametric Families (Springer Series in Statistics) Author: Albert W. Marshall, Ingram OlkinPublisher: Springer (2007)Binding: Hardcover, 788 pagespricer: $89.95ISBN-10: 0387203338editorialreviewsFor over 200 years, practitioners have been developing parametric families of probability distri ...

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	Science/Engineering Nonparametric Statistics: An Introduction Jean D. Gibbons,"Nonparametric Statistics: An Introduction"Sage Publications \| 1992-10-07 \| ISBN: 0803939515 \| 96 pages \| PDF \| 1 mb"Nonparametric Statistics is a short and sweet introduction to the five most familiar nonparametric location ...
	Science/Engineering Maximum Penalized Likelihood Estimation: Volume II: Regression (Springer Series in Statistics) Maximum Penalized Likelihood Estimation: Volume II: Regression (Springer Series in Statistics)Springer \| ISBN: 0387402675 \| 2009-06-19 \| PDF \| 572 pages \| 7 Mb This is the second volume of a text on the theory and practice of maximum penali ...
	Science/Engineering Introduction to Nonparametric Estimation Alexandre B. Tsybakov, "Introduction to Nonparametric Estimation" Springer \| 2008 \| ISBN: 0387790519 \| 224 pages \| PDF \| 1,6 MB This is a concise text developed from lecture notes and ready to be used for a course on the graduate level. ...
	Mathematics Nonparametric Statistics for Stochastic Processes: Estimation and Prediction (Lecture Notes in Statistics) Nonparametric Statistics for Stochastic Processes: Estimation and Prediction (Lecture Notes in Statistics)Springer \| ISBN: 0387985905 \| 1998-08-13 \| PDF \| 232 pages \| 7 Mb This book is devoted to the theory and applications of nonparametic ...
	Mathematics Theory of Point Estimation (Springer Texts in Statistics) Author: George Casella, E.L. LehmannPublisher: Springer (2003)Binding: Hardcover, 589 pagespricer: $99.00ISBN-10: 0387985026editorialreviewsThis second, much enlarged edition by Lehmann and Casella of Lehmann's classic text on point estima ...
	Mathematics Life Distributions: Structure of Nonparametric, Semiparametric, and Parametric Families (Springer Series in Statistics) Author: Albert W. Marshall, Ingram OlkinPublisher: Springer (2007)Binding: Hardcover, 788 pagespricer: $89.95ISBN-10: 0387203338editorialreviewsFor over 200 years, practitioners have been developing parametric families of probability distri ...

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