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202 Mon, 8/8/2022, 2:00 PM - 3:50 PM CC-156
Meta-Analysis, Mediation, and Causal Inference from a Bayesian Perspective — Contributed Papers
Section on Bayesian Statistical Science
Chair(s): Binbing Yu, AstraZeneca
2:05 PM Bayesian Dynamic Borrowing of Historical Information with Applications to the Analysis of Large-Scale Assessments
David Kaplan, University of Wisconsin - Madison
2:20 PM Empirical Bayesian Estimation of Malware Detection Without Knowing Ground Truth
Keying Ye, University of Texas at San Antonio; Min Wang, The University of Texas at San Antonio; Ambassador Negash, University of Texas at San Antonio; Zifei Han, University of International Business and Economics
2:35 PM Bayesian Hierarchical Models for Multivariate Meta-Analysis of Diagnostic Tests in the Absence of a Gold Standard with an Application to SARS-CoV-2 Infection Diagnosis
Zheng Wang, University of Minnesota; Haitao Chu, Pfizer Inc.; Thomas Murray , University of Minnesota ; Mengli Xiao, University of Minnesota Twin Cities; Lifeng Lin, Florida State University; Demissie Alemayehu, Pfizer Inc.
2:50 PM A Bayesian Meta-Analysis Approach for Penetrance Estimation and Its Application to the Estimation of Breast Cancer Risk for ATM Carriers
Thanthirige Lakshika Maduwanthi Ruberu, University of Texas at Dallas; Danielle Braun, Harvard T.H. Chan School of Public Health; Giovanni Parmigiani, Harvard T.H. Chan School of Public Health; Swati Biswas, University of Texas at Dallas
3:05 PM Bayesian Mediation Analysis Methods to Explore Racial/Ethnic Disparities in Anxiety Among Cancer Survivors
Qingzhao Yu, Louisiana State University Health Science Center; Bin Li, Louisiana State University
3:20 PM A Bayesian Comparative Effectiveness Trial in Action: Executing a Multi-Site Study with Response-Adaptive Randomization
Alexandra Brown, University of Kansas Medical Center; Byron Gajewski, University of Kansas Medical Center; Dinesh Pal Mudaranthakam, University of Kansas Medical Center; Mamatha Pasnoor, University of Kansas Medical Center; Mazen Dimachkie, University of Kansas Medical Center; Omar Jawdat, University of Kansas Medical Center; Laura Herbelin, University of Kansas Medical Center; Richard Barohn, University of Missouri Health Care
3:35 PM Uncertainty Calibration and Exemplar Identification for Heterogeneous Treatment Effects with Individualized Bayesian Causal Forests
Jennifer Starling, Mathematica Policy Research; Lauren Vollmer, Mathematica Policy Research; Erin Lipman, University of Washington; Peter Mariani, Mathematica Policy Research; Daniel Thal, Mathematica Policy Research; Irina Degtiar, Mathematica Policy Research; Mariel McKenzie Finucane, Mathematica