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The role of Bayesian philosophy within Bayesian model selection

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Publication:351449
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DOI10.1007/s13194-012-0059-5zbMath1267.03027OpenAlexW2141986148MaRDI QIDQ351449

Jan Sprenger

Publication date: 11 July 2013

Published in: European Journal for Philosophy of Science (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s13194-012-0059-5


zbMATH Keywords

model selectionprobabilityBICBayesianismMML


Mathematics Subject Classification ID

Foundations and philosophical topics in statistics (62A01) Logic in the philosophy of science (03A10)


Related Items (2)

A Bayes study of inverse Gaussian based strength models with accelerating stress ⋮ Unnamed Item



Cites Work

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  • Estimating the dimension of a model
  • Expected information as ecpected utility
  • On the Foundations of Statistical Inference
  • How to Tell When Simpler, More Unified, or LessAd HocTheories will Provide More Accurate Predictions
  • Statistical Evidence
  • Model Selection and Multimodel Inference
  • Bayesian Measures of Model Complexity and Fit
  • Bayes Factors
  • One Size Does Not Fit All: Proposal for a Prior-adapted BIC
  • Bayes not Bust! Why Simplicity is no Problem for Bayesians


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