Identifying counterfactual probabilities using bivariate distributions and uplift modeling

Théo Verhelst, Gianluca Bontempi

Uplift modeling estimates the causal effect of an intervention as the difference between potential outcomes under treatment and control, whereas counterfactual identification aims…