35 citations · 54 across the 2 of their papers we have counts for
2 papers
stat.ME2020★ 35 cited
Non-linear Mediation Analysis with High-dimensional Mediators whose Causal Structure is Unknown
Wen Wei Loh, Beatrijs Moerkerke, Tom Loeys +1
With multiple potential mediators on the causal pathway from a treatment to an outcome, we consider the problem of decomposing the effects along multiple possible causal path(s) th…
stat.ME2019★ 19 cited
Heterogeneous Indirect Effects for Multiple Mediators using Interventional Effect Models
Wen Wei Loh, Beatrijs Moerkerke, Tom Loeys +1
Decomposing an exposure effect on an outcome into separate natural indirect effects through multiple mediators requires strict assumptions, such as correctly postulating the causal…