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Adaptive Regression for Modeling Nonlinear Relationships

af George J. Knafl

indgår i Statistics for Biology and Health serien

Adaptive Regression for Modeling Nonlinear Relationships af George J. Knafl
Bag 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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  • Sprog:
  • Engelsk
  • ISBN:
  • 9783319339443
  • Indbinding:
  • Hardback
  • Sideantal:
  • 372
  • Udgivet:
  • 30. September 2016
  • Udgave:
  • 12016
  • Størrelse:
  • 141x222x24 mm.
  • Vægt:
  • 535 g.
  • 8-11 hverdage.
  • 3. Oktober 2024
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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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