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Nonparametric Regression and Spline Smoothing by Randall L. Eubank

Nonparametric Regression and Spline Smoothing

by Randall L. Eubank
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Book cover type: Hardcover
  • ISBN13: 9780824793371
  • Binding: Hardcover
  • Subject: N/A
  • Publisher: CRC Press
  • Publisher Imprint: CRC Press
  • Publication Date:
  • Pages: 360
  • Original Price: GBP 171.99
  • Language: English
  • Edition: 2nd Edition
  • Item Weight: 640 grams
  • BISAC Subject(s): Probability & Statistics / General

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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