Using Two-Phase Design and Analysis Methods to Improve Risk Estimation in Large-Scale Cohort Studies and EHR Data

Thu, Aug 6, 10:30 AM - 12:20 PM Room CC-204B Thomas M. Menino Convention & Exhibition Center

Lingxiao WangOrganizerFangya MaoChair

Biometrics Section co: Section on Risk Analysisco: Section on Statistics in Epidemiology Applied

5 Presentations

Assessing Algorithm Fairness with Partially Labeled Electronic Health Record Data

10:35 AM - 10:55 AM

Ruofan Wang (University of Pennsylvania)

Co-authors: Ruofan Wang (University of Pennsylvania), Rachel Kohn (University of Pennsylvania), Meeta Kerlin (University of Pennsylvania), Jinbo Chen (University of Pennsylvania)

Design and analysis of two-phase biomarker studies with binary outcomes using inverse probability weighting and semiparametric calibration

10:55 AM - 11:15 AM

Lingxiao Wang (University of Virginia)

Marginal generalized raking for incomplete data

11:15 AM - 11:35 AM

Brian Williamson (Kaiser Permanente Washington Health Research Institute)

generalized raking incomplete data missing data inverse probability weighting

Semiparametric inference for a two-phase failure-time-auxiliary-dependent sampling design

11:35 AM - 11:55 AM

Qingning Zhou (University of North Carolina at Charlotte)

Co-authors: Xu Cao (University of California, Riverside), Jianwen Cai (University of North Carolina at Chapel Hill), Haibo Zhou (University of North Carolina at Chapel Hill)

Two-Phase Design of Biomarker Studies with Progressive Disease Processes under Intermittent Observation

11:55 AM - 12:15 PM

Kecheng Li (University of Waterloo)

Co-authors: Richard Cook (University of Waterloo)