Nonparametric Regression and Spline Smoothing

By Randall L. Eubank

Book Overview

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.

• Format: Hardcover
• Language: English
• ISBN: 0824793374
• ISBN13: 9780824793371
• Release Date: February 1999
• Publisher: CRC Press
• Length: 360 Pages
• Weight: 1.45 lbs.
• Dimensions: 0.9" x 6.3" x 9.2"