Applied Smoothing Techniques for Data Analysis: The Kernel Approach with S-Plus Illustrations

by A.W. Bowman and Adelchi Azzalini

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This book describes the use of smoothing techniques in statistics and includes both density estimation and nonparametric regression. Incorporating recent advances, it describes a variety of ways to apply these methods to practical problems. Although the emphasis is on using smoothing techniques to explore data graphically, the discussion also covers data analysis with nonparametric curves, as an extension of more standard parametric models. Intended...

Format:Hardcover

Language:English

ISBN:0198523963

ISBN13:9780198523963

Release Date:November 1997

Publisher:Oxford University Press, USA

Length:204 Pages

Weight:0.95 lbs.

Dimensions:0.6" x 6.4" x 9.4"

Related Subjects

Math Mathematics Science Science & Math Science & Scientists Science & Technology

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Applied Smoothing Techniques for Data Analysis: The Kernel Approach with S-Plus Illustrations

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