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Smoothing Techniques

With Implementation in S

Language EnglishEnglish
Book Hardback
Book Smoothing Techniques Wolfgang Härdle
Libristo code: 01385192
Publishers Springer-Verlag New York Inc., December 1990
The author has attempted to present a book that provides a non-technical introduction into the area... Full description
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The author has attempted to present a book that provides a non-technical introduction into the area of non-parametric density and regression function estimation. The application of these methods is discussed in terms of the S computing environment. Smoothing in high dimensions faces the problem of data sparseness. A principal feature of smoothing, the averaging of data points in a prescribed neighborhood, is not really practicable in dimensions greater than three if we have just one hundred data points. Additive models provide a way out of this dilemma; but, for their interactiveness and recursiveness, they require highly effective algorithms. For this purpose, the method of WARPing (Weighted Averaging using Rounded Points) is described in great detail.

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About the book

Full name Smoothing Techniques
Language English
Binding Book - Hardback
Date of issue 1990
Number of pages 262
EAN 9780387973678
ISBN 0387973672
Libristo code 01385192
Weight 1270
Dimensions 156 x 234 x 20
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