Causality, NLP, Machine Learning, Deep Dives, Thoughts And Theory.
effect (ATE), the relationship between a factual observation and the counterfactual can be described as shown in the image below. The average treatment effect (ATE) is the difference in expected outcomes between the real world and the counterfactual world. Image by author. Moreover, to show that a