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

Eubank, Randall L.

 
9780367579210: Nonparametric Regression and Spline Smoothing (Statistics: A Series of Textbooks and Monographs)
Softcover
ISBN 10: 0367579219 ISBN 13: 9780367579210
Publisher: CRC Press, 2020

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.

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About the Author

Randall L. Eubank

From the Back Cover

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 co

"About this title" may belong to another edition of this title.

Publisher
CRC Press
Publication date
2020
Language
English
ISBN 10 
0367579219
ISBN 13 
9780367579210
Binding
Paperback
Edition number
2
Number of pages
360