Diana Cai
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robustness
Power posteriors do not reliably learn the number of components in a finite mixture
Scientists and engineers are often interested in learning the number of subpopulations (or components) present in a data set. Data science folk wisdom tells us that a finite mixture model (FMM) with a prior on the number of components will fail to …
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