Smoothing Methods in Statistics (Springer Series in Statistics) - Tapa blanda

Libro 29 de 160: Springer Series in Statistics

Simonoff, Jeffrey S.

 
9781461284727: Smoothing Methods in Statistics (Springer Series in Statistics)
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ISBN 10: 1461284724 ISBN 13: 9781461284727
Editorial: Springer, 2011

Sinopsis

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.

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Críticas

"...an excellent reference to the field and has no rival in terms of accessibility, coverage, and utility." (Jnl. of the Am. Statistical Association)
"...an excellent overview of smoothing methods and concepts, presenting material in an intuitive manner with many interesting graphics." (Technometrics)

Reseña del editor

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.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Springer
Año de publicación
2011
Idioma
Inglés
ISBN 10 
1461284724
ISBN 13 
9781461284727
Encuadernación
Tapa blanda
Número de páginas
356
Contacto del fabricante
ProductSafety@springernature.com
ProductSafety@springernature.com

Poststr. 9
Darmstadt
64293
Alemania

Otras ediciones populares con el mismo título

9780387947167: Smoothing Methods in Statistics (Springer Series in Statistics)

Edición Destacada

ISBN 10:  0387947167 ISBN 13:  9780387947167
Editorial: Springer, 1998
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