Statistical Performance Guarantee for Subgroup Identification with Generic Machine Learning

Michael Lingzhi Li, Kosuke Imai

Across a wide array of disciplines, many researchers use machine learning (ML) algorithms to identify a subgroup of individuals who are likely to benefit from a treatment the most…