257 citations · 1k across the 41 of their papers we have counts for
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stat.ME2019★ 1 cited
Multiplicative Effect Modeling: The General Case
Jiaqi Yin, Sonia Markes, Thomas S. Richardson +1
Generalized linear models, such as logistic regression, are widely used to model the association between a treatment and a binary outcome as a function of baseline covariates. Howe…
stat.ME2019★ 17 cited
A Potential Outcomes Calculus for Identifying Conditional Path-Specific Effects
Daniel Malinsky, Ilya Shpitser, Thomas Richardson
The do-calculus is a well-known deductive system for deriving connections between interventional and observed distributions, and has been proven complete for a number of important…