Personalized Public Policy Analysis in Social Sciences using Causal-Graphical Normalizing Flows

no code implementations • 7 Feb 2022 • Sourabh Balgi, Jose M. Pena, Adel Daoud

Traditional causal effect estimation methods such as Inverse Probability Weighting (IPW) and more recently Regression-With-Residuals (RWR) are widely used - as they avoid the challenging task of identifying the SCM parameters - to estimate ACE and CACE.

counterfactual Counterfactual Inference +1