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Subset Selection in Regression - Alan Miller - Bog

af Alan Miller

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

Subset Selection in Regression af Alan Miller
Bag om 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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  • Sprog:
  • Engelsk
  • ISBN:
  • 9781584881711
  • Indbinding:
  • Hardback
  • Sideantal:
  • 256
  • Udgivet:
  • 15. April 2002
  • Udgave:
  • 2
  • Størrelse:
  • 154x234x22 mm.
  • Vægt:
  • 536 g.
  • 8-11 hverdage.
  • 18. Oktober 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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