The deviance information criterion (DIC) is a hierarchical modeling generalization of the Akaike information criterion (AIC) and the Bayesianâ€¦Â (More)

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2016

2016

- Joshua C. C. Chan, Angelia L. Grant
- Computational Statistics & Data Analysis
- 2016

The deviance information criterion (DIC) has been widely used for Bayesian model comparison. However, recent studies haveâ€¦Â (More)

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2012

2012

It is shown in this paper that the data augmentation technique undermines the theoretical underpinnings of the devianceâ€¦Â (More)

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2010

2010

- Shing H. Doong, Tean Q. Lee
- 2010 International Conference on Machine Learningâ€¦
- 2010

Causal explanatory study is a very important research method in empirical research. The outcome of a quantitative MIS researchâ€¦Â (More)

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2010

2010

- David C. Wheeler, DeMarc A. Hickson, Lance A. Waller
- Computational Statistics & Data Analysis
- 2010

Many diagnostic tools and goodness-of-fit measures, such as the Akaike information criterion (AIC) and the Bayesian devianceâ€¦Â (More)

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2009

2009

- Daniel Shriner, Nengjun Yi
- Computational Statistics & Data Analysis
- 2009

Mapping multiple quantitative trait loci (QTL) is commonly viewed as a problem of model selection. Various model selectionâ€¦Â (More)

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2007

2007

- Andrew R. Liddle
- 2007

Model selection is the problem of distinguishing competing models, perhaps featuring different numbers of parameters. Theâ€¦Â (More)

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Highly Cited

2005

Highly Cited

2005

- Gilles Celeux, Fred Forbes
- 2005

The deviance information criterion (DIC) introduced by Spiegelhalter et al. (2002) for model assessment and model comparison isâ€¦Â (More)

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Highly Cited

2004

Highly Cited

2004

- Andreas Berg, Renate Meyer, Jun Yu
- 2004

Bayesian methods have been efÂŽ cient in estimating parameters of stochastic volatility models for analyzing ÂŽ nancial time seriesâ€¦Â (More)

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Highly Cited

2002

Highly Cited

2002

We consider the problem of comparing complex hierarchical models in which the number of parameters is not clearly defined. Usingâ€¦Â (More)

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Highly Cited

1998

Highly Cited

1998

We consider the problem of comparing complex hierarchical models in which the number of parameters is not clearly deened. Weâ€¦Â (More)

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