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Subset Selection in Regression

af Alan Miller

indgår i Chapman & Hall/CRC Monographs on Statistics and Applied Probability serien

Subset Selection in Regression af Alan Miller
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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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  • Sprog:
  • Engelsk
  • ISBN:
  • 9781584881711
  • Indbinding:
  • Hardback
  • Sideantal:
  • 256
  • Udgivet:
  • 15. april 2002
  • Udgave:
  • 2
  • Størrelse:
  • 154x234x22 mm.
  • Vægt:
  • 536 g.
  • 8-11 hverdage.
  • 7. december 2024
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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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