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About Nonparametric Regression and Spline Smoothing

Presents an account of popular approaches to nonparametric regression smoothing. This book discusses boundary corrections for trigonometric series estimators; asymptotics for polynomial regression; testing goodness-of-fit; estimation in partially linear models; and practical aspects, problems and methods for confidence intervals and bands.

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  • Language:
  • English
  • ISBN:
  • 9780824793371
  • Binding:
  • Hardback
  • Pages:
  • 360
  • Published:
  • February 8, 1999
  • Edition:
  • 2
  • Dimensions:
  • 161x236x24 mm.
  • Weight:
  • 678 g.
Delivery: 2-3 weeks
Expected delivery: December 12, 2024

Description of Nonparametric Regression and Spline Smoothing

Presents an account of popular approaches to nonparametric regression smoothing. This book discusses boundary corrections for trigonometric series estimators; asymptotics for polynomial regression; testing goodness-of-fit; estimation in partially linear models; and practical aspects, problems and methods for confidence intervals and bands.

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