Nonparametric Regression and Spline Smoothing

ISBN: 9780824793371

出版社: Marcel Dekker Inc

出版年: 1999-2

页数: 360

定价: $ 118.59

装帧: HRD

内容简介

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.