Causality, NLP, Machine Learning, Deep Dives, Thoughts And Theory.
solution to this problem is to develop the measurement model with separate data than that used to estimate causal effects. The rest of this section discusses the remaining text variable scenarios, in this order: treatment, confounding and mediator. With text as treatment, we are interested in the