Comparison of Methods that Combine Multiple Randomized Trials to Estimate Heterogeneous Treatment Effects

no code implementations • 28 Mar 2023 • Carly Lupton Brantner, Trang Quynh Nguyen, Tengjie Tang, Congwen Zhao, Hwanhee Hong, Elizabeth A. Stuart

Leveraging multiple randomized controlled trials allows for the combination of datasets with unconfounded treatment assignment to better estimate heterogeneous treatment effects.

Causal mediation analysis: From simple to more robust strategies for estimation of marginal natural (in)direct effects

1 code implementation • 11 Feb 2021 • Trang Quynh Nguyen, Elizabeth B. Sarker, Ian Schmid, Noah Greifer, Elizabeth L. Ogburn, Ina M. Koning, Elizabeth A. Stuart

A second goal is to provide a "menu" of estimators that practitioners can choose from for the estimation of marginal natural (in)direct effects.

Methodology 62D20