Smoothing Techniques: With Implementation in S - Rilegato

Hardle, W.

Rilegato

ISBN 10: 3540973672 ISBN 13: 9783540973676

Casa editrice: Springer-Verlag Berlin and Heidelberg GmbH & Co. K, 1991

Riassunto

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.

Dettagli dell'edizione

• Editore: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
• Data di pubblicazione: 1991
• Lingua: Inglese
• ISBN 10: 3540973672
• ISBN 13: 9783540973676
• Rilegatura: Copertina rigida
• Numero di pagine: 268
• Contatto del produttore: non disponibile
• Persona responsabile: CMN Printpool Inh. Mathis Neumann; https://www.also.com/ec/cms5/en_6000/6000/index.jsp; ; Friedrich-Karl-Str. 9; Hamburg; Germania