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Smoothing Methods in Statistics

Language EnglishEnglish
Book Paperback
Book Smoothing Methods in Statistics Jeffrey S. Simonoff
Libristo code: 06795676
Publishers Springer-Verlag New York Inc., September 2011
Focussing on applications, this book covers a very broad range, including simple and complex univari... Full description
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Focussing on applications, this book covers a very broad range, including simple and complex univariate and multivariate density estimation, nonparametric regression estimation, categorical data smoothing, and applications of smoothing to other areas of statistics. It will thus be of particular interest to data analysts, as arguments generally proceed from actual data rather than statistical theory, while the "Background Material" sections will interest statisticians studying the field. Over 750 references allow researchers to find the original sources for more details, and the "Computational Issues" sections provide sources for statistical software that use the methods discussed. Each chapter includes exercises with a heavily computational focus based upon the data sets used in the book, making it equally suitable as a textbook for a course in smoothing.

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About the book

Full name Smoothing Methods in Statistics
Author Jeffrey S. Simonoff
Language English
Binding Book - Paperback
Date of issue 2011
Number of pages 340
EAN 9781461284727
ISBN 1461284724
Libristo code 06795676
Publishers Springer-Verlag New York Inc.
Weight 540
Dimensions 155 x 18 x 18

Categories

Mathematics & Science > Mathematics > Applied mathematics > Stochastics
Mathematics & Science > Mathematics > Probability & statistics
Mathematics & Science > Science: general issues
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