ABSTRACT
Empirical inference on treatment effects is a core objective of social science research. All efforts to infer treatment effects, whether from observational or experimental data, must confront the fact that the data are inherently incomplete. Although it would be best to compare the outcomes of mutually exclusive treatments, each person being observed can experience at most only one of the treatments being compared.
