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Smoothing Techniques

With Implementation in S

Language EnglishEnglish
Book Paperback
Book Smoothing Techniques Wolfgang Härdle
Libristo code: 06795880
Publishers Springer-Verlag New York Inc., October 2011
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 - Paperback
Date of issue 2011
Number of pages 262
EAN 9781461287681
ISBN 1461287685
Libristo code 06795880
Weight 423
Dimensions 155 x 235 x 233
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