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About Subset Selection in Regression

Deals with the techniques for fitting and choosing models that are linear in their parameters and to understanding and correcting the bias introduced by selecting a model. This title includes a chapter on Bayesian methods and an example from the field of near infrared spectroscopy. It emphasises on cross-validation and focuses on bootstrapping.

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  • Language:
  • English
  • ISBN:
  • 9781584881711
  • Binding:
  • Hardback
  • Pages:
  • 256
  • Published:
  • April 14, 2002
  • Edition:
  • 2
  • Dimensions:
  • 154x234x22 mm.
  • Weight:
  • 536 g.
Delivery: 2-3 weeks
Expected delivery: November 22, 2024

Description of Subset Selection in Regression

Deals with the techniques for fitting and choosing models that are linear in their parameters and to understanding and correcting the bias introduced by selecting a model. This title includes a chapter on Bayesian methods and an example from the field of near infrared spectroscopy. It emphasises on cross-validation and focuses on bootstrapping.

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