Nonparametric Regression and Spline Smoothing  book cover
2nd Edition

Nonparametric Regression and Spline Smoothing

ISBN 9780429182679
Published February 9, 1999 by CRC Press
360 Pages

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Book Description

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.

Table of Contents

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

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Randall L. Eubank