Nonparametric Regression and Spline Smoothing

TRAMA

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.

SOMMARIO

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

AUTORE

Randall L. Eubank

ALTRE INFORMAZIONI

• Condizione: Nuovo
• ISBN: 9780824793371
• Collana: Statistics: A Series of Textbooks and Monographs
• Dimensioni: 9.25 x 6.25 in Ø 1.45 lb
• Formato: Copertina rigida
• Pagine Arabe: 360