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Smoothing Techniques: With Implementation in S (Springer Series in Statistics) - Hardcover

Buch 14 von 160: Springer Series in Statistics

Härdle, Wolfgang

 
9780387973678: Smoothing Techniques: With Implementation in S (Springer Series in Statistics)
Hardcover
ISBN 10: 0387973672 ISBN 13: 9780387973678
Verlag: Springer, 1990

Inhaltsangabe

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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Verlag
Springer
Erscheinungsdatum
1990
Sprache
Englisch
ISBN 10 
0387973672
ISBN 13 
9780387973678
Einband
Gebundene Ausgabe
Anzahl der Seiten
274
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9781461287681: Smoothing Techniques: With Implementation in S (Springer Series in Statistics)

Vorgestellte Ausgabe

ISBN 10:  1461287685 ISBN 13:  9781461287681
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Softcover