Search Results for author: Elizabeth A. Stuart

Found 4 papers, 1 papers with code

Global Trends and Predictors of Face Mask Usage During the COVID-19 Pandemic

no code implementations21 Dec 2020 Elena Badillo-Goicoechea, Ting-Hsuan Chang, Esther Kim, Sarah LaRocca, Katherine Morris, Xiaoyi Deng, Samantha Chiu, Adrianne Bradford, Andres Garcia, Christoph Kern, Curtiss Cobb, Frauke Kreuter, Elizabeth A. Stuart

Methods: We examined a total of 13, 723, 810 responses to a daily cross-sectional representative online survey in 38 countries who completed from April 23, 2020 to October 31, 2020 and reported having been in public at least once during the last seven days.

Applications

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

1 code implementation11 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

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

no code implementations28 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.

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