Weitere Formate
Hardcover - 9780387973678
106,99 €
Autorenfreundlich Bücher kaufen?!
Beschreibung
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.
With Implementation in S
With Implementation in S
Details
| Verlag | Springer US |
| Ersterscheinung | 19. Oktober 2011 |
| Maße | 23.5 cm x 15.5 cm |
| Gewicht | 423 Gramm |
| Format | Softcover |
| ISBN-13 | 9781461287681 |
| Seiten | 262 |
Schlagwörter
Herstellerinformationen
Bekannt durch
