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Thermodynamic Integration and Steppingstone Sampling Methods for Estimating Bayes Factors: A Tutorial
One of the more principled methods of performing model selection is via Bayes factors. However, calculating Bayes factors requires marginal likelihoods, which are integrals over the entire parameter space, making estimation of Bayes factors for models with more than a few parameters a significant co...
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| Vydáno v: | J Math Psychol |
|---|---|
| Hlavní autoři: | , , , |
| Médium: | Artigo |
| Jazyk: | Inglês |
| Vydáno: |
2019
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| Témata: | |
| On-line přístup: | https://ncbi.nlm.nih.gov/pmc/articles/PMC6374050/ https://ncbi.nlm.nih.gov/pubmed/30774151 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jmp.2019.01.005 |
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