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stat.ME2022
Efficient and flexible estimation of natural mediation effects under intermediate confounding and monotonicity constraints
Kara E. Rudolph, Ivan Diaz
Natural direct and indirect effects are mediational estimands that decompose the average treatment effect and describe how outcomes would be affected by contrasting levels of a tre…
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…