4 citations · 13 across the 8 of their papers we have counts for
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stat.ME2022★ 1 cited
Marginal Interventional Effects
Xiang Zhou, Aleksei Opacic
Conventional causal estimands, such as the average treatment effect (ATE), capture how the mean outcome in a population or subpopulation would change if all units were assigned to…
stat.ME2022★ 1 cited
Methods for Large-scale Single Mediator Hypothesis Testing: Possible Choices and Comparisons
Jiacong Du, Xiang Zhou, Wei Hao +3
Mediation hypothesis testing for a large number of mediators is challenging due to the composite structure of the null hypothesis, H0:alpha*beta=0 (alpha: effect of the exposure on…