An edition of Smoothing methods in statistics (1996)

Smoothing methods in statistics

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Last edited by MARC Bot
August 1, 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
Publisher
Springer
Language
English
Pages
338

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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

Includes bibliographical references (p. [290]-320) and indexes.

Published in
New York
Series
Springer series in statistics

Classifications

Dewey Decimal Class
519.5/36
Library of Congress
QA278 .S526 1996, QA273.A1-274.9

The Physical Object

Pagination
xii, 338 p. ;
Number of pages
338

ID Numbers

Open Library
OL974751M
Internet Archive
smoothingmethods00simo
ISBN 10
0387947167
LCCN
96011742
OCLC/WorldCat
34355049
Library Thing
1037288
Goodreads
3172320

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History

Download catalog record: RDF / JSON / OPDS | Wikipedia citation
August 1, 2024 Edited by MARC Bot import existing book
February 26, 2022 Edited by ImportBot import existing book
November 23, 2020 Edited by MARC Bot import existing book
May 20, 2020 Edited by ImportBot import existing book
April 1, 2008 Created by an anonymous user Imported from Scriblio MARC record