A Potential Outcomes Calculus for Identifying Conditional Path-Specific Effects

Daniel Malinsky, Ilya Shpitser, Thomas S. Richardson

Abstract: The do-calculus is a well-known deductive system for deriving connections between interventional and observed distributions, and has been proven complete for a number of important identifiability p...