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Invited Paper Session

Accessible Causal Inference

Mon, Aug 4, 8:30 AM - 10:20 AM Room CC-210 Music City Center

Booil JoOrganizerElizabeth StuartChair

Health Policy Statistics Section co: Section on Statistics in Epidemiologyco: Mental Health Statistics Section Applied

3 Presentations

Democratizing Methods

8:35 AM - 9:00 AM

software accessibility causal inference machine learning BART R

A Diagnostic Approach to Causal Inference

9:00 AM - 9:25 AM

Booil Jo (Stanford University)

Principal causal effects Gaussian mixtures Parametric identification Nonparametric identification Diagnostic indices Automation

Power and sample size calculations for propensity score analysis of observational studies

9:25 AM - 9:50 AM

Xiaoxiao Zhou (Duke University)

Co-authors: Fan Li (Duke University)

causal inference factorial design trial emulation survival outcome software

Discussant

Michael Baiocchi

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