Nonparametric Regression and Spline Smoothing

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.

Author: Randall L. Eubank
Publisher: CRC Press
Published: 02/09/1999
Pages: 360
Binding Type: Hardcover
Weight: 1.41lbs
Size: 9.20h x 6.32w x 0.90d
ISBN: 9780824793371