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

Eubank, Randall L.

ISBN 10: 0824793374 / ISBN 13: 9780824793371

Published by CRC Press, 1999

About this Item

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Bibliographic Details

• Title: Nonparametric Regression and Spline Smoothing (Statistics: A Series of Textbooks and Monographs)
• Publisher: CRC Press
• Publication Date: 1999
• Language: English
• ISBN 10: 0824793374
• ISBN 13: 9780824793371
• Binding: Hardcover
• Edition: 2nd Edition
• Condition: good

About this title

Synopsis

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.

About the Author

Randall L. Eubank