Nonparametric Regression and Spline Smoothing

Randall L. Eubank (Autor)

Buch | Hardcover

360 Seiten

1999 | 2nd edition
Crc Press Inc (Verlag)
978-0-8247-9337-1 (ISBN)

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Presents an account of popular approaches to nonparametric regression smoothing. This book discusses boundary corrections for trigonometric series estimators; asymptotics for polynomial regression; testing goodness-of-fit; estimation in partially linear models; and practical aspects, problems and methods for confidence intervals and bands.

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.

Randall L. Eubank

What is a good estimator?; series estimators; kernel estimators; smoothing splines; least-square splines.

Erscheint lt. Verlag	9.2.1999
Reihe/Serie	Statistics: A Series of Textbooks and Monographs
Verlagsort	Bosa Roca
Sprache	englisch
Maße	156 x 234 mm
Gewicht	660 g
Themenwelt	Mathematik / Informatik ► Mathematik ► Analysis
ISBN-10	0-8247-9337-4 / 0824793374
ISBN-13	978-0-8247-9337-1 / 9780824793371
Zustand	Neuware