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…