A survey of Bayesian predictive methods for model assessment, selection and comparison

Aki Vehtari, Janne Ojanen

Research output: Contribution to journalArticleScientificpeer-review

140 Citations (Scopus)
Original languageEnglish
Pages (from-to)142-228
JournalSTATISTICS SURVEYS
Issue number6
Publication statusPublished - 2012
MoE publication typeA1 Journal article-refereed

Keywords

  • Bayesian
  • cross-validation
  • decision theory
  • expected utility
  • information criteria
  • model assessment
  • model selection
  • predictive

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