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stat.ME2020
Nonparametric causal mediation analysis for stochastic interventional (in)direct effects
Nima S. Hejazi, Kara E. Rudolph, Mark J. van der Laan +1
Causal mediation analysis has historically been limited in two important ways: (i) a focus has traditionally been placed on binary treatments and static interventions, and (ii) dir…
stat.ME2020
Efficiently transporting causal (in)direct effects to new populations under intermediate confounding and with multiple mediators
Kara E. Rudolph, Ivan Diaz
The same intervention can produce different effects in different sites. Transport mediation estimators can estimate the extent to which such differences can be explained by differe…