Recent Advances in Sampling Bias, Generalizability and Transportability

Wed, Aug 6, 10:30 AM - 12:20 PM Room CC-201A Music City Center

Yuyao WangOrganizerRonghui XuOrganizerRonghui XuChair

Section on Statistics in Epidemiology co: Health Policy Statistics Sectionco: Biometrics Section

4 Presentations

Transportability of Principal Causal Effects

10:35 AM - 10:55 AM

Jared Huling (University of Minnesota)

Efficient Generalization and Transportation

10:55 AM - 11:15 AM

Zhenghao Zeng

Generalization Transportation Doubly robust estimation Influence function Sensitivity Analysis Dietary Intake

On the role of surrogates in conformal inference of individual causal effects

11:15 AM - 11:35 AM

Larry Han (Northeastern University)

Co-authors: Chenyin Gao (North Carolina State University), Peter Gilbert (Fred Hutchinson Cancer Research Center), Larry Han (Northeastern University)

Conformal inference Individual treatment effects Surrogate outcomes Semi-supervised inference Personalized medicine

Proximal Survival Analysis for Dependent Left Truncation

11:35 AM - 11:55 AM

Yuyao Wang (University of California San Diego)

selection bias left truncation