The deviance information criterion: 12 years on

David J. Spiegelhalter, Nicola G. Best, Bradley P. Carlin, Angelika Van der Linde

Research output: Contribution to journalArticlepeer-review

358 Scopus citations

Abstract

The essentials of our paper of 2002 are briefly summarized and compared with other criteria for model comparison. After some comments on the paper's reception and influence, we consider criticisms and proposals forimprovement made by us and others.

Original languageEnglish (US)
Pages (from-to)485-493
Number of pages9
JournalJournal of the Royal Statistical Society. Series B: Statistical Methodology
Volume76
Issue number3
DOIs
StatePublished - Jun 2014

Keywords

  • Bayesian
  • Model comparison
  • Prediction

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