Data-driven decision making plays an important role even in high stakes settings like
medicine and public policy. Learning optimal policies from observed data requires a careful …

Objectives We consider the followingcomparative effectiveness scenario. There are two
treatments for a particular medical condition: a randomized experiment has demonstrated …