59 citations · 109 across the 16 of their papers we have counts for
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stat.ME2019★ 59 cited
Non-parametric efficient causal mediation with intermediate confounders
Iván Díaz, Nima S. Hejazi, Kara E. Rudolph +1
Interventional effects for mediation analysis were proposed as a solution to the lack of identifiability of natural (in)direct effects in the presence of a mediator-outcome confoun…
stat.ME2019★ 11 cited
Transporting stochastic direct and indirect effects to new populations
Kara E Rudolph, Jonathan Levy, Mark J van der Laan
Transported mediation effects may contribute to understanding how and why interventions may work differently when applied to new populations. However, we are not aware of any estim…