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Stochastic approximation cut algorithm for inference in modularized Bayesian models

Bayesian modelling enables us to accommodate complex forms of data and make a comprehensive inference, but the effect of partial misspecification of the model is a concern. One approach in this setting is to modularize the model and prevent feedback from suspect modules, using a cut model. After obs...

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Bibliografische gegevens
Gepubliceerd in:Stat Comput
Hoofdauteurs: Liu, Yang, Goudie, Robert J. B.
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: 2021
Onderwerpen:
Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7612314/
https://ncbi.nlm.nih.gov/pubmed/35125678
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s11222-021-10070-2
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