Nonparametric Regression and Spline Smoothing

By Randall L. Eubank

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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"

Related Subjects

Math Mathematics Probability & Statistics Science & Math

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Nonparametric Regression and Spline Smoothing

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