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104 * ! Mon, 8/3/2020, 1:00 PM - 2:50 PM Virtual
Survival Analysis in Causal Inference Studies — Invited Papers
Lifetime Data Science Section, Biometrics Section, Section on Statistics in Epidemiology
Organizer(s): Jialiang Li, National University of Singapore
Chair(s): Mei-Ling Ting Lee, University of Maryland
1:05 PM Targeted Learning and Survival Analysis
Mark Van der Laan, University of California, Berkeley
1:25 PM Honest Inference for Conditional Causal Hazard Ratios After Selection of High-Dimensional Confounders
Kelly Van Lancker, Ghent University; Oliver Dukes, Ghent University; Stijn Vansteelandt, Ghent University and LSHTM
1:45 PM Causal Inference and Competing Risk Data
Torben Martinussen, University of Copenhagen
2:05 PM Detecting Individual-Level 'Always Survivor' Causal Effects Under 'Truncation by Death' and Censoring Through Time
Jaffer Zaidi, University of North Carolina, Chapel Hill; Eric Tchetgen Tchetgen, University of Pennsylvania; Tyler VanderWeele, Harvard T.H. Chan School of Public Health
2:25 PM A General Approach of Assessing the Bias of 2 Stage IV Models for Survival Outcomes
Fei Wan, Washington University in St. Louis
2:45 PM Floor Discussion