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12/16/2021
BayesFlow can reliably detect Model Misspecification and Posterior Errors in Amortized Bayesian Inference
Neural density estimators have proven remarkably powerful in performing ...
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07/29/2021
Detecting and diagnosing prior and likelihood sensitivity with power-scaling
Determining the sensitivity of the posterior to perturbations of the pri...
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05/06/2020
Group Heterogeneity Assessment for Multilevel Models
Many data sets contain an inherent multilevel structure, for example, be...
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06/20/2019
Pushing the Limits of Importance Sampling through Iterative Moment Matching
The accuracy of an integral approximation via Monte Carlo sampling depen...
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03/19/2019
