Post-treatment problems: What can we say about the effect of a treatment among sub-groups who (would) respond in some way?

Chad Hazlett, Nina McMurry, Tanvi Shinkre

Investigators are often interested in how a treatment affects an outcome for units responding to treatment in a certain way. We may wish to know the effect among units that, for ex…