An edition of Smoothing methods in statistics (1996)

Smoothing Methods in Statistics

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Last edited by MARC Bot
September 28, 2024 | History
An edition of Smoothing methods in statistics (1996)

Smoothing Methods in Statistics

  • 1 Want to read

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 provide sources for statistical software that implements the discussed methods, including both commercial and non-commercial sources. The book can also be used as a textbook for a course in smoothing. Each chapter includes exercises with a heavily computational focus based upon the data sets used in the book. "It is an excellent reference to the field and has no rival in terms of accessibility, coverage, and utility."(Journal of the American Statistical Association) "This book provides an excellent overview of smoothing methods and concepts, presenting material in an intuitive manner with many interesting graphics...This book provides a handy reference for practicing statisticians and other data analysts. In addition, it is well organized as a classroom textbook." (Technometrics)

Publish Date
Pages
356

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Previews available in: English

Edition Availability
Cover of: Smoothing Methods in Statistics
Smoothing Methods in Statistics
2012, Springer London, Limited
in English
Cover of: Smoothing Methods in Statistics
Smoothing Methods in Statistics
Sep 16, 2011, Springer New York, Brand: Springer
paperback
Cover of: Smoothing methods in statistics
Smoothing methods in statistics
1996, Springer
in English

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Book Details


Edition Notes

Source title: Smoothing Methods in Statistics (Springer Series in Statistics)

Classifications

Library of Congress
QA273.A1-274.9QA274-, QA273.A1-274.9, QA274-274.9

The Physical Object

Format
paperback
Number of pages
356

ID Numbers

Open Library
OL28123315M
ISBN 10
1461284724
ISBN 13
9781461284727

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Download catalog record: RDF / JSON / OPDS | Wikipedia citation
September 28, 2024 Edited by MARC Bot import existing book
October 10, 2020 Edited by ImportBot import existing book
August 3, 2020 Edited by ImportBot import existing book
May 21, 2020 Created by ImportBot Imported from amazon.com record