Smoothing Methods in Statistics

Name: Smoothing Methods in Statistics
Price: 22.4 USD
Availability: InStock
ISBN: 9780387947167

ISBN-10: 0387947167

ISBN-13: 9780387947167

Edition: 2nd 1996 (Student Manual, Study Guide, etc.)

Authors: Jeffrey S. Simonoff

List price: $179.99

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Description:

This book surveys the uses of smoothing methods in statistics. The coverage has an applied focus, and is very broad, including simple and complex univariate and multivariate density estimation, nonparametric regression estimation, categorical data smoothing, and applications of smoothing to other areas of statistics. The book will be of particular interest to data analysts, as arguments generally proceed from actual data rather than statistical theory. The "Background Material" sections will interest statisticians studying the area of smoothing methods. The list of over 750 references allows researchers to find the original sources for more details. The "Computational Issues" sections…

Book details

List price: $179.99
Edition: 2nd
Copyright year: 1996
Publisher: Springer New York
Publication date: 6/6/1996
Binding: Hardcover
Pages: 340
Size: 6.14" wide x 9.21" long x 0.37" tall
Weight: 1.496
Language: English



Introduction


Simple Univariate Density Estimation


Smoother Univariate Density Estimation


Multivariate Denisty Estimation


Nonparametric Regression


Smoothing Categorical Data


Further Applications of Smoothing



Descriptions of the Data Sets



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