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Adaptive Regression for Modeling Nonlinear Relationships

Om Adaptive Regression for Modeling Nonlinear Relationships

This book presents methods for investigating whether relationships are linear or nonlinear and for adaptively fitting appropriate models when they are nonlinear. The book also provides a comparison of adaptive modeling to generalized additive modeling (GAM) and multiple adaptive regression splines (MARS) for univariate outcomes.

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  • Språk:
  • Engelska
  • ISBN:
  • 9783319816388
  • Format:
  • Häftad
  • Sidor:
  • 372
  • Utgiven:
  • 14. juni 2018
  • Utgåva:
  • 12016
  • Mått:
  • 155x235x0 mm.
  • Vikt:
  • 611 g.
  Fri leverans
Leveranstid: 2-4 veckor
Förväntad leverans: 13. december 2024

Beskrivning av Adaptive Regression for Modeling Nonlinear Relationships

This book presents methods for investigating whether relationships are linear or nonlinear and for adaptively fitting appropriate models when they are nonlinear. The book also provides a comparison of adaptive modeling to generalized additive modeling (GAM) and multiple adaptive regression splines (MARS) for univariate outcomes.

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