Causality, NLP, Machine Learning, Deep Dives, Thoughts And Theory.
inference. Potential Outcomes and Confoundedness To estimate causal effects from observational data, one must imagine the counterfactual scenario. Therefore, the key ingredient to causal inference is defining counterfactuals based on an intervention of interest. More specifically, causal effect is