JSM2023
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Topic-Contributed Paper Session

Causal inference in drug development

Mon, Aug 7, 2:00 PM
Tianmeng LyuOrganizerLei NieOrganizerLu MaoChair
Biopharmaceutical Section

4 Presentations

Estimating hypothetical estimands with causal inference and missing data estimators in a diabetes trial
2:05 PM - 2:25 PM
Camila Olarte-Parra (London School of Hygiene and Tropical Medicine (LSHTM))
Co-authors: Rhian M. Daniel (Division of Population Medicine, Cardiff University), David Wright (AstraZeneca), Jonathan Bartlett (AstraZeneca)
Causal discoveries for high dimensional mixed data
2:25 PM - 2:45 PM
Dong Xi (Gilead Sciences)
Co-authors: Zhanrui Cai, Xuan Zhu, Runze Li (Penn State University)
Analytic strategies for estimating optimal treatment regimens in observational data
2:45 PM - 3:05 PM
Ilya Lipkovich
Co-authors: Zbigniew Kadziola, Douglas Faries (Lilly Research Laboratories)
Optimizing Treatment Allocation in Randomized Clinical Trials by Leveraging Baseline Covariates
3:05 PM - 3:25 PM
Zhiwei Zhang (Gilead Sciences)

Discussant

Abel Eshete (FDA)
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