Chiseling: Powerful and Valid Subgroup Selection via Interactive Machine Learning

Nathan Cheng, Asher Spector, Lucas Janson

In regression and causal inference, controlled subgroup selection aims to identify, with inferential guarantees, a subgroup (defined as a subset of the covariate space) on which th…