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Activity Details
56
Sun, 8/8/2021,
3:30 PM -
5:20 PM
Virtual
Causal Inference — Contributed Speed
Section on Statistics in Epidemiology
Chair(s): Xiao Fang, Merck
3:35 PM
Valid Instrumental Variables Selection Methods Using Auxiliary Variable and Constructing Efficient Estimator
Shunichiro Orihara, Yokohama City University ; Masataka Taguri, Yokohama City University
3:40 PM
Mediation Analysis Using Semiparametric Shape-Restricted Regression Spline
Qing Yin, University of Pittsburgh ; Shyamal Peddada, The Eunice Kennedy Shriver National Institute of Child Health and Human Development; Jong-Hyeon Jeong, University of Pittsburgh; Jennifer Joan Adibi, University of Pittsburgh
3:45 PM
Using Randomized Rounding of Linear Programs to Obtain Unweighted Natural Strata That Balance Many Covariates
Katherine Brumberg, Wharton School, University of Pennsylvania ; Dylan S. Small, University of Pennsylvania; Paul R Rosenbaum, Wharton School, University of Pennsylvania
3:50 PM
Bayesian Multiply Robust Estimation for Causal Inference
Benjamin Gochanour, University of Oklahoma Health Sciences Center ; Sixia Chen, University of Oklahoma Health Sciences Center; Laura Beebe, University of Oklahoma Health Sciences Center; David Haziza, University of Ottawa
3:55 PM
Evaluating the Overlap Weighting Method for Balancing Covariates Using Real and Simulated Claims Data
Wen Wan, The University of Chicago ; Manu Murugesan, The University of Chicago; Robert Nocon, Kaiser Permanente Bernard J. Tyson School of Medicine; Josh Bolton, University of Maryland, Baltimore County ; Tamara Konetzka, The University of Chicago; Marshall Chin, The University of Chicago; Elbert Huang, The University of Chicago
4:00 PM
An Evaluation of a Residual Confounding Quantity of Propensity Score Stratification.
Yoko Sato, Shizuoka Graduate University of Public Health ; Eiji Nakatani, Shizuoka Graduate University of Public Health; Seiichiro Yamamoto, Shizuoka Graduate University of Public Health
4:05 PM
Simultaneous Adjustment of Uncontrolled Confounding, Selection Bias, and Exposure Misclassification in Multiple-Bias Modeling
Paul Brendel, Verana Health ; Aracelis Torres, Verana Health; Onyebuchi Arah, UCLA
4:10 PM
Causal Inference Methods for Measures of Health Disparities
Tengfei Li, Georgetown University ; George Luta, Georgetown University
4:15 PM
Semiparametric Estimation of Treatment Effects When Outcome Is Missing Not at Random
Shintaro Yoneyama, Keio University, Graduate School of Science and Technology ; Mihoko Minami, Keio University, Department of Mathematics
4:20 PM
Causal Inference with Trajectory Data
Jinghao Sun, Yale University ; Forrest W. Crawford, Yale University
4:30 PM
Robust Mendelian Randomization in the Presence of Residual Population Stratification, Batch Effects, and Horizontal Pleiotropy
Carlos Cinelli, UCLA ; Nathan LaPierre, UCLA; Brian Hill, UCLA; Sriram Sankararaman, UCLA; Eleazar Eskin, UCLA
4:35 PM
Efficient Inverse Probability-Weighted Estimation of Longitudinal Causal Effects in Quasi-Experimental Studies
Nima Hejazi, University of California, Berkeley ; Mark Van Der Laan, University of California; Sathya Anand, Netflix; Wenjing Zheng, Netflix
4:40 PM
Estimation of ATO Achieving Covariate Balancing with Generalized Empirical Likelihood
Ryo Otani, Graduate of Culture and Information Science, Doshisha University ; Hiroshi Yadohisa, Doshisha University
4:45 PM
Doubly Robust Confidence Sequences for Sequential Causal Inference
Ian Waudby-Smith, Carnegie Mellon University ; David Arbour, Adobe Research; Ritwik Sinha, Adobe Research; Edward H Kennedy, Carnegie Mellon University; Aaditya K Ramdas, Carnegie Mellon University
4:50 PM
Testing for Joint Mediation Effects of Multiple Mediators
Wei Hao, University of Michigan ; Peter X.K. Song, University of Michigan
4:55 PM
Almost Exact Mendelian Randomization
Matthew James Tudball, University of Bristol ; Qingyuan Zhao, University of Cambridge
5:00 PM
Estimation of Attributable Events in Stratified Case-Case Analyses
Sarah E. Hegarty, University of Pennsylvania ; Dylan S. Small, University of Pennsylvania; Pamela Shaw, Kaiser Permanente Washington Health Research Institute
5:05 PM
Statistical Methods to Understand the Role of Engagement in Studies of Mobile Health Interventions
Andrew Justin Spieker, Vanderbilt University Medical Center ; Robert Greevy, Vanderbilt University Medical Center; Lyndsay Nelson, Vanderbilt University Medical Center; Lindsay Mayberry, Vanderbilt University Medical Center
5:10 PM
Floor Discussion
