All of Nonparametric Statistics

Name: All of Nonparametric Statistics
Availability: InStock
ISBN: 9780387251455

ISBN-10: 0387251456

ISBN-13: 9780387251455

Edition: 2006

Authors: Larry Wasserman

List price: $169.99

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Description:

The goal of this text is to provide the reader with a single book where they can find a brief account of many, modern topics in nonparametric inference. The book is aimed at Master's level or Ph.D. level students in statistics, computer science, and engineering. It is also suitable for researchers who want to get up to speed quickly on modern nonparametric methods. This text covers a wide range of topics including: the bootstrap, the nonparametric delta method, nonparametric regression, density estimation, orthogonal function methods, minimax estimation, nonparametric confidence sets, and wavelets. The book has a mixture of methods and theory.

Book details

List price: $169.99
Copyright year: 2006
Publisher: Springer New York
Publication date: 10/21/2005
Binding: Hardcover
Pages: 270
Size: 6.10" wide x 9.25" long x 0.29" tall
Weight: 1.496
Language: English



Introduction


Estimating the CDF and Statistical Functions


The Bootstrap and the Jackknife


Smoothing: General Concepts


Nonparametric Regression


Density Estimation


Normal Means and Minimax Theory


Nonparametric Inference Using Orthogonal Functions


Wavelets and Other Adaptive Means