Causality, NLP, Machine Learning, Deep Dives, Thoughts And Theory.
realized counterfactual outcomes. This is usually accomplished with random assignment; however, when using observational data this may not be feasible. In such cases, it is necessary to rely on conditional ignorability, where covariates X is a set of variables (x) such that treatment assignment (T)