Single World Intervention Graphs as Distributions: A Framework for Causal Identification

Christian Bartels

Causal inference seeks to estimate the effect of an intervention on an outcome using observed data, typically via Rubin's potential-outcome framework or Pearl's do-calculus. Follow…