Partial counterfactual identification and uplift modeling: theoretical results and real-world assessment

Théo Verhelst, Denis Mercier, Jeevan Shrestha +1

Counterfactuals are central in causal human reasoning and the scientific discovery process. The uplift, also called conditional average treatment effect, measures the causal effect…