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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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  • Språk:
  • Engelska
  • ISBN:
  • 9780521852258
  • Format:
  • Inbunden
  • Sidor:
  • 332
  • Utgiven:
  • 28. juli 2008
  • Mått:
  • 185x262x27 mm.
  • Vikt:
  • 846 g.
Leveranstid: 2-4 veckor
Förväntad leverans: 17. december 2024

Beskrivning av 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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