Smoothing Techniques

Name: Smoothing Techniques
Brand: Springer-Verlag New York Inc.
SKU: 9781461287681
Price: 2286 CZK
Availability: InStock

With Implementation in S

Autor: Wolfgang Härdle

Jazyk:

Vazba: Brožovaná

Vydavatel: Springer-Verlag New York Inc.

Dostupnost: Skladem u dodavatele

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2 286 Kč

The author has attempted to present a book that provides a non-technical introduction into the area...

Informace o knize

Autor

Wolfgang Härdle

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2011

Stránek

262

EAN

9781461287681

ISBN

1461287685

Enbook ID

06795880

Vydavatel

Springer-Verlag New York Inc.

Hmotnost

423

Rozměry

155 x 235 x 233

Kompletní popis

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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Smoothing Techniques

With Implementation in S

Informace o knize

Kompletní popis

Mohlo by vás zajímat

Zákaznicí kteří koupili tuto knihu koupili také