Smoothing Techniques: With Implementation in S - Hardcover

Buch 14 von 160: Springer Series in Statistics

Hardle, W.

 
9783540973676: Smoothing Techniques: With Implementation in S
Hardcover
ISBN 10: 3540973672 ISBN 13: 9783540973676
Verlag: Springer-Verlag Berlin and Heidelberg GmbH & Co. K, 1991

Inhaltsangabe

The author has attempted to present a book that provides a non-technical introduction into the area of nonparametric 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 neighbourhood, is not really practicable in dimensions greater than three. Additive models provide a way out of this dilemma, but they require highly effective algorithms. For this purpose, the method of WARPing (Weighted Averaging using Rounded Points) is described in detail in the text.

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Reseña del editor

The author has attempted to present a book that provides a non-technical introduction into the area of nonparametric 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 neighbourhood, is not really practicable in dimensions greater than three. Additive models provide a way out of this dilemma, but they require highly effective algorithms. For this purpose, the method of WARPing (Weighted Averaging using Rounded Points) is described in detail in the text.

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Verlag
Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Erscheinungsdatum
1991
Sprache
Englisch
ISBN 10 
3540973672
ISBN 13 
9783540973676
Einband
Tapa dura
Anzahl der Seiten
268
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
CMN Printpool Inh. Mathis Neumann
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Hamburg
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Weitere beliebte Ausgaben desselben Titels

9780387973678: Smoothing Techniques: With Implementation in S (Springer Series in Statistics)

Vorgestellte Ausgabe

ISBN 10:  0387973672 ISBN 13:  9780387973678
Verlag: Springer, 1990
Hardcover