Kernel Smoothing (Chapman & Hall/CRC Monographs on Statistics and Applied Probability) - Hardcover

Book 5 of 110: ISSN

Wand, M.

 
9780412552700: Kernel Smoothing (Chapman & Hall/CRC Monographs on Statistics and Applied Probability)
Hardcover
ISBN 10: 0412552701 ISBN 13: 9780412552700
Publisher: Springer, 1995

Synopsis

Kernel smoothing refers to a general methodology for recovery of underlying structure in data sets.The basic principle is that local averaging or smoothing is performed with respect to a kernel function.

This book provides uninitiated readers with a feeling for the principles, applications, and analysis of kernel smoothers. This is facilitated by the authors' focus on the simplest settings, namely density estimation and nonparametric regression. They pay particular attention to the problem of choosing the smoothing parameter of a kernel smoother, and also treat the multivariate case in detail.

Kernel Smoothing is self-contained and assumes only a basic knowledge of statistics, calculus, and matrix algebra. It is an invaluable introduction to the main ideas of kernel estimation for students and researchers from other discipline and provides a comprehensive reference for those familiar with the topic.

More information on the book, and the accompanying R package can be found here.

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About the Author

M.P. Wand, M.C. Jones

"About this title" may belong to another edition of this title.

Publisher
Springer
Publication date
1995
Language
English
ISBN 10 
0412552701
ISBN 13 
9780412552700
Binding
Hardcover
Edition number
1
Number of pages
228