Nonparametric Regression and Spline Smoothing (Statistics: A Series of Textbooks and Monographs)

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