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20112023
most citedA simple example of Dirichlet process mixture inconsistency for the number of components

89 citations · 297 across the 20 of their papers we have counts for

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stat.ME2019★ 11 cited

Robust Inference and Model Criticism Using Bagged Posteriors

Jonathan H. Huggins, Jeffrey W. Miller

Standard Bayesian inference is known to be sensitive to model misspecification, leading to unreliable uncertainty quantification and poor predictive performance. However, finding g…

math.ST2019★ 26 cited

Asymptotic normality, concentration, and coverage of generalized posteriors

Jeffrey W. Miller

Generalized likelihoods are commonly used to obtain consistent estimators with attractive computational and robustness properties. Formally, any generalized likelihood can be used…