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Inflated Density Ratio and Its Variation and Generalization for Computing Marginal Likelihoods

In the Bayesian framework, the marginal likelihood plays an important role in variable selection and model comparison. The marginal likelihood is the marginal density of the data after integrating out the parameters over the parameter space. However, this quantity is often analytically intractable d...

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Bibliographische Detailangaben
Veröffentlicht in:J Korean Stat Soc
Hauptverfasser: Wang, Yu-Bo, Chen, Ming-Hui, Shi, Wei, Lewis, Paul, Kuo, Lynn
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2020
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7560979/
https://ncbi.nlm.nih.gov/pubmed/33071541
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s42952-019-00013-z
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