NLP, Machine Learning, Causality, Editors Pick, Hands On Tutorials.
average treatment effect (ATE). As seen in the image below, the ATE is the difference in potential outcomes between the real world (T=1) and the counterfactual world (T=0). I have previously described the potential outcomes framework in intuitive ways in two articles: Causal inference using NLP,