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Nonparametric Regression and Spline Smoothing: 157 (Statistics: A Series of Textbooks and Monographs) - Hardcover

Book 8 of 88: Statistics: A Series of Textbooks and Monographs

Eubank, Randall L.

 
9780824793371: Nonparametric Regression and Spline Smoothing: 157 (Statistics: A Series of Textbooks and Monographs)

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.

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

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 confidence intervals and bands; local polynomial regression; and form and asymptotic properties of linear smoothing splines.

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