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Model Selection and Model Averaging

af Gerda (Katholieke Universiteit Leuven Claeskens

indgår i Cambridge Series in Statistical and Probabilistic Mathematics serien

Model Selection and Model Averaging af Gerda (Katholieke Universiteit Leuven Claeskens
Bag om Model Selection and Model Averaging

Choosing a model is central to all statistical work with data; this book is the first to synthesize research and practice from this active field. Model choice criteria are explained, discussed and compared, including the AIC, BIC, DIC and FIC. Real-data examples and exercises build familiarity with the methods.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9780521852258
  • Indbinding:
  • Hardback
  • Sideantal:
  • 332
  • Udgivet:
  • 28. juli 2008
  • Størrelse:
  • 185x262x27 mm.
  • Vægt:
  • 846 g.
  • 8-11 hverdage.
  • 16. januar 2025
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Choosing a model is central to all statistical work with data; this book is the first to synthesize research and practice from this active field. Model choice criteria are explained, discussed and compared, including the AIC, BIC, DIC and FIC. Real-data examples and exercises build familiarity with the methods.

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