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Smoothing Techniques

Smoothing Techniques

Wolfgang Härdle

133,98 €
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Editorial:
Springer Nature B.V.
Año de edición:
2011
Materia
Probabilidad y estadística
ISBN:
9781461287681
133,98 €
IVA incluido
Disponible

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Sobre IBD

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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Otros libros del autor

  • Smoothing Techniques
    Wolfgang Härdle
    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...
    Disponible

    132,60 €