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Bayesian Model Selection for the Validation of Computer Codes
Quality and Reliability Engineering International, 2016Complex physical systems are increasingly modeled by computer codes which aim at predicting the reality as accurately as possible. During the last decade, code validation has benefited from a large interest within the scientific community because of the requirement to assess the uncertainty affecting the code outputs.
Damblin, Guillaume +4 more
openaire +2 more sources
Bayesian Model Averaging as an Alternative to Model Selection for Multilevel Models
Multivariate Behavioral Research, 2021Sarah Depaoli, Keke Lai
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On the safe use of prior densities for Bayesian model selection
Wiley Interdisciplinary Reviews: Computational Statistics, 2023Fernando Llorente +2 more
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A survey of Bayesian predictive methods for model assessment, selection and comparison
Statistics Surveys, 2012Aki Vehtari
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On Sampling Strategies in Bayesian Variable Selection Problems With Large Model Spaces
Journal of the American Statistical Association, 2013Gonzalo García-Donato +1 more
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Recent developments of Bayesian model class selection and applications in civil engineering
Structural Safety, 2010Ka-Veng Yuen
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Comparison of Bayesian predictive methods for model selection
Statistics and Computing, 2016Juho Piironen +2 more
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