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

Libro 29 de 160: Springer Series in Statistics

Simonoff, Jeffrey S.

 
9780387947167: Smoothing Methods in Statistics (Springer Series in Statistics)
Tapa dura
ISBN 10: 0387947167 ISBN 13: 9780387947167
Editorial: Springer, 1998

Sinopsis

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.

"Sinopsis" puede pertenecer a otra edición de este libro.

De la contraportada

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, k categorical data smoothing, and applications of smoothing to other areas of statistics.

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

Editorial
Springer
Año de publicación
1998
Idioma
Inglés
ISBN 10 
0387947167
ISBN 13 
9780387947167
Encuadernación
Tapa dura
Número de páginas
356
Contacto del fabricante
ProductSafety@springernature.com
ProductSafety@springernature.com

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