Nonparametric Regression and Spline Smoothing

2nd Edition

Randall L. Eubank

CRC Press
Published February 9, 1999
Reference - 360 Pages
ISBN 9780824793371 - CAT# DK5105
Series: Statistics: A Series of Textbooks and Monographs

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Summary

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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