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Nonparametric Regression and Spline Smoothing (Statistics: A Series of Textbooks and Monographs) - Tapa blanda

Eubank, Randall L.

 
9780367579210: Nonparametric Regression and Spline Smoothing (Statistics: A Series of Textbooks and Monographs)

Sinopsis

Provides a unified account of the most popular approaches to nonparametric regression smoothing. This edition contains discussions of boundary corrections for trigonometric series estimators; detailed asymptotics for polynomial regression; testing goodness-of-fit; estimation in partially linear models; practical aspects, problems and methods for confidence intervals and bands; local polynomial regression; and form and asymptotic properties of linear smoothing splines.

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Acerca del autor

Randall L. Eubank

De la contraportada

Provides a unified account of the most popular approaches to nonparametric regression smoothing. This edition contains discussions of boundary corrections for trigonometric series estimators; detailed asymptotics for polynomial regression; testing goodness-of-fit; estimation in partially linear models; practical aspects, problems and methods for co

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