Książka Smoothing Techniques Wolfgang Härdle

Smoothing Techniques

With Implementation in S

Język: Angielski
Oprawa: Twarda
Dostępność: Dostępna u dostawcy
Wysyłamy za 10-13 dni
423.12
The author has attempted to present a book that provides a non-technical introduction into the area...

Informacje o książce

Język
Angielski
Oprawa
Książka - Twarda
Data wydania
1990
strony
262
EAN
9780387973678
ISBN
0387973672
Enbook ID
01385192
Waga
1270
Wymiary
156 x 234 x 20

Pełny opis

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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