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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:
  • 9783319339443
  • Format:
  • Inbunden
  • Sidor:
  • 372
  • Utgiven:
  • 30. september 2016
  • Utgåva:
  • 12016
  • Mått:
  • 141x222x24 mm.
  • Vikt:
  • 535 g.
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Leveranstid: Okänt - saknas för närvarande

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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