Causality, NLP, Machine Learning, Deep Dives, Thoughts And Theory.
specifies several assumptions that need to be satisfied for causal inference. If we momentarily disregard assumptions about covariates (X), there are three relevant assumptions: ignorability, positivity and consistency. Ignorability requires that a treatment assignment be independent of the