The deviance information criterion: 12 years on

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

doi:10.1111/rssb.12062

The deviance information criterion: 12 years on

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

Biostatistics

Research output: Contribution to journal › Article › peer-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 language	English (US)
Pages (from-to)	485-493
Number of pages	9
Journal	Journal of the Royal Statistical Society. Series B: Statistical Methodology
Volume	76
Issue number	3
DOIs	https://doi.org/10.1111/rssb.12062
State	Published - Jun 2014

Keywords

Bayesian
Model comparison
Prediction

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10.1111/rssb.12062

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title = "The deviance information criterion: 12 years on",

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.",

keywords = "Bayesian, Model comparison, Prediction",

author = "Spiegelhalter, {David J.} and Best, {Nicola G.} and Carlin, {Bradley P.} and {Van der Linde}, Angelika",

year = "2014",

month = jun,

doi = "10.1111/rssb.12062",

language = "English (US)",

volume = "76",

pages = "485--493",

journal = "Journal of the Royal Statistical Society. Series B: Statistical Methodology",

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AU - Best, Nicola G.

AU - Carlin, Bradley P.

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KW - Model comparison

KW - Prediction

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JF - Journal of the Royal Statistical Society. Series B: Statistical Methodology

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ER -

The deviance information criterion: 12 years on

Abstract

Keywords

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