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191 ! Mon, 8/8/2022, 2:00 PM - 3:50 PM CC-158AB
Misspecification and Robustness: Novel Methods and Innovative Insights — Topic Contributed Papers
International Society for Bayesian Analysis (ISBA), Section on Bayesian Statistical Science, IMS
Organizer(s): Jeffrey Miller, Harvard TH Chan School of Public Health
Chair(s): Diana Cai, Princeton University
2:05 PM Bayesian Data Selection
Eli Nathan Weinstein, Columbia University; Jeffrey Miller, Harvard TH Chan School of Public Health
2:25 PM Robust Inference Using Posterior Bootstrap
Emilia Pompe, University of Oxford
2:45 PM Fast Approximate BayesBag Model Selection via Taylor Expansions
Neil Archibald Spencer, Harvard University; Jeffrey Miller, Harvard TH Chan School of Public Health
3:05 PM On the Robustness to Misspecification of Alpha-Posteriors and Their Variational Approximations
Marco Avella Medina, Columbia University; Cynthia Rush, Columbia University; Jose Luis Montiel Olea, Columbia University; Amilcar Velez, Northwestern University
3:25 PM Truth-Agnostic Diagnostics for Calibration Under Misspecification
Jeffrey Miller, Harvard TH Chan School of Public Health; Jonathan H Huggins, Boston University
3:45 PM Floor Discussion