Articles with "integrating bayesian" as a keyword



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A numerically stable algorithm for integrating Bayesian models using Markov melding

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Published in 2022 at "Statistics and Computing"

DOI: 10.1007/s11222-022-10086-2

Abstract: When statistical analyses consider multiple data sources, Markov melding provides a method for combining the source-specific Bayesian models. Markov melding joins together submodels that have a common quantity. One challenge is that the prior for… read more here.

Keywords: stable algorithm; algorithm integrating; markov melding; integrating bayesian ... See more keywords