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Nonparametric Regression and Generalized Linear Models

- A roughness penalty approach

About Nonparametric Regression and Generalized Linear Models

This study of nonparametric regression and generalized linear models contains chapters on approaches to regression, roughness penalties, extensions of the roughness penalty approach, computing the estimates, interpolating and smoothing splines, one-dimensional case, partial splines, and more.

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  • Language:
  • English
  • ISBN:
  • 9780412300400
  • Binding:
  • Hardback
  • Pages:
  • 194
  • Published:
  • May 1, 1993
  • Dimensions:
  • 232x162x16 mm.
  • Weight:
  • 414 g.
Delivery: 2-3 weeks
Expected delivery: October 24, 2024

Description of Nonparametric Regression and Generalized Linear Models

This study of nonparametric regression and generalized linear models contains chapters on approaches to regression, roughness penalties, extensions of the roughness penalty approach, computing the estimates, interpolating and smoothing splines, one-dimensional case, partial splines, and more.

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