The paradox described below aims to clarify the principles by which empirical data are harnessed to guide decision making. It is motivated by the practical question of whether empirical assessments of the effect of treatment on the treated (ETT) can be useful for either policy evaluation or personal decisions.
DSA ADS Course, 2021
Discuss causal reasoning, causal inference, Pearl Causal Hierarchy, Structural Causal Model, Causal Hierarchy Theorem, and applied probabiity.
On Pearl’s Hierarchy and the Foundations of Causal Inference - March, 2021