71 citations · 115 across the 10 of their papers we have counts for
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stat.AP2018★ 71 cited
Sparse Principal Component based High-Dimensional Mediation Analysis
Yi Zhao, Martin A. Lindquist, Brian S. Caffo
Causal mediation analysis aims to quantify the intermediate effect of a mediator on the causal pathway from treatment to outcome. With multiple mediators, which are potentially cau…
stat.AP2018★ 8 cited
Functional Mediation Analysis with an Application to Functional Magnetic Resonance Imaging Data
Yi Zhao, Xi Luo, Martin Lindquist +1
Causal mediation analysis is widely utilized to separate the causal effect of treatment into its direct effect on the outcome and its indirect effect through an intermediate variab…