2 papers
stat.AP2021
When the ends don't justify the means: Learning a treatment strategy to prevent harmful indirect effects
Kara E. Rudolph, Ivan Diaz
There is a growing literature on finding so-called optimal treatment rules, which are rules by which to assign treatment to individuals based on an individual's characteristics, su…
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…