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.
- | Author: Randall L. Eubank
- | Publisher: Crc Press
- | Publication Date: Jun 30, 2020
- | Number of Pages: 360 pages
- | Language: English
- | Binding: Paperback
- | ISBN-10: 0367579219
- | ISBN-13: 9780367579210
