Bayesian model selection and statistical modeling

Bayesian model selection and statistical modeling

by Ando, Tomohiro

Type Book
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Title Statements

  • Full title :Bayesian model selection and statistical modeling / Tomohiro Ando.

Edition Statements

  • Publication Date:©2010.

Publication Statements

  • Publisher(s):CRC Press
  • Place of Publication:Boca Raton
  • Language:eng
  • Publication Date:©2010.

Notes

"A Chapman & Hall Book."

Titre de l'écran-titre (visionné le 4 mai 2011).

The Physical Object

  • Description:1 online resource (1 texte électronique (xiv, 286 p.)) : : ill., fichiers PDF.

Edition Identifiers

  • ISBN:1439836159, 9781439836156
  • oclc:ocn755952235
  • LC Classification:QA279.5
  • Dewey Decimal:519.5/42

Table of Contents

Introduction to Bayesian analysis -- Asymptotic approach for Bayesian inference -- Computational approach for Bayesian inference -- Bayesian approach for model selection -- Simulation approach for computing the marginal likelihood -- Various Bayesian model selection criteria -- Theoretical development and comparisons -- Bayesian model averaging.

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