Legend:
CC = Vancouver Convention Centre
F = Fairmont Waterfront Vancouver
* = applied session ! = JSM meeting theme
7 !
Sun, 7/29/2018,
2:00 PM -
3:50 PM
CC-West 110
Bayesian Nonparametrics in Causal Inference — Invited Papers
Section on Bayesian Statistical Science , Biometrics Section, ENAR
Organizer(s): Chanmin Kim, Boston University School of Public Health
Chair(s): Leah Comment, Harvard T.H. Chan School of Public Health
2:05 PM
A Bayesian Nonparametric Approach for Causal Inference with Semi-Competing Risks
Michael Daniels, University of Florida ; Peter Müller, University of Texas Austin; Yanxun Xu, Johns Hopkins University; Daniel Scharfstein, Johns Hopkins University
2:25 PM
Regularization and Aliasing in the Estimation of Treatment Effect Moderation
Paul Richard Hahn, Arizona State University ; Carlos Carvalho, University of Texas; Jared S Murray, University of Texas at Austin
2:45 PM
Bayesian Population Finding Using Counterfactual Modeling of Responses
Peter Müller, University of Texas Austin ; Satoshi Morita, Kyoto University
3:05 PM
Causal Inference for Outcomes Partially Identified by Longitudinal Laboratory Measures from EHRs
Jason Roy, University of Pennsylvania; Bret Zeldow, University of Pennslyvania
3:25 PM
Bayesian Longitudinal Causal Inference in the Analysis of the Public Health Impact of Air Pollution
Chanmin Kim, Boston University School of Public Health ; Corwin Zigler, Harvard T.H. Chan School of Public Health; Jason Roy, University of Pennsylvania; Michael Daniels, University of Florida
3:45 PM
Floor Discussion