28 citations · 58 across the 28 of their papers we have counts for
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stat.ME2021
Causal Mediation Analysis: Selection with Asymptotically Valid Inference
Jeremiah Jones, Ashkan Ertefaie, Robert L. Strawderman
Researchers are often interested in learning not only the effect of treatments on outcomes, but also the pathways through which these effects operate. A mediator is a variable that…
stat.ME2021
A non-parametric Bayesian approach for adjusting partial compliance in sequential decision making
Indrabati Bhattacharya, Brent A. Johnson, William Artman +4
Existing methods in estimating the mean outcome under a given dynamic treatment regime rely on intention-to-treat analyses which estimate the effect of following a certain dynamic…