Advances and Applications of Causal Mediation Analytic Techniques

Sun, Aug 4, 2:00 PM - 3:50 PM

Chenyin GaoChair

Biometrics Section

7 Presentations

Individualized Dynamic Mediation Analysis Using Latent Factor Models

2:05 PM - 2:20 PM

Yijiao Zhang (Fudan University)

Co-authors: Yubai Yuan (Pennsylvania State University), Yuexia Zhang (The University of Texas at San Antonio), Zhongyi Zhu (Fudan University), Annie Qu (University of California At Irvine)

Mediation analysis with multiple exposures, mediators, and outcomes

2:20 PM - 2:35 PM

Curtis Miller (University of New Mexico)

Mediation Analysis with Ultra-high Dimensional Confounders for the Study on Depression and AD

2:35 PM - 2:50 PM

Yuexia Zhang (The University of Texas at San Antonio)

Co-authors: Annie Qu (University of California At Irvine), Yubai Yuan (Pennsylvania State University), Qi Xu (University of California-Irvine), Fei Xue (Purdue University), Kecheng Wei (Fudan University)

Semiparametric Bayesian Inference for Causal Mediation in Cluster Randomized Trials

2:50 PM - 3:05 PM

Woojung Bae (University of Florida)

Co-authors: Michael Daniels (University of Florida), Joseph Hogan (Brown University)

Sensitivity Analysis for Causal Mediation and Path Analysis with the GMediation R Package

3:05 PM - 3:20 PM

Jeffrey Albert (Case Western Reserve University)

Co-authors: Jang Ik Cho, Carly Rose (Case Western Reserve University)

Sensitivity analysis for mediation analysis with partial information from publicly available sources

3:20 PM - 3:35 PM

Andriy Derkach (Memorial Sloan Kettering Cancer Center)

A Bayesian semi-parametric approach to causal mediation for longitudinal and time-to-event data

3:35 PM - 3:50 PM

Saurabh Bhandari (University of Florida)

Co-authors: Michael Daniels (University of Florida), Maria Josefsson (Umea University), Donald Lloyd-Jones (Northwestern University), Juned Siddique (Northwestern University)