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.

Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.

Verlag
Springer
Erscheinungsdatum
1990
Sprache
Englisch
ISBN 10 
0387973672
ISBN 13 
9780387973678
Einband
Gebundene Ausgabe
Anzahl der Seiten
274
Kontakt zum Hersteller
ProductSafety@springernature.com
ProductSafety@springernature.com

Poststr. 9
Darmstadt
64293
Deutschland

Weitere beliebte Ausgaben desselben Titels

9781461287681: Smoothing Techniques: With Implementation in S (Springer Series in Statistics)

Vorgestellte Ausgabe

ISBN 10:  1461287685 ISBN 13:  9781461287681
Verlag: Springer, 2011
Softcover