Causality, NLP, Machine Learning, Deep Dives, Thoughts And Theory.
to assume ignorability, it is necessary that all aspects of confounding must be measured by the model. Since text is high-dimensional, to include all possible confounders means that there are a large number of variables to condition on, which risks violating positivity. An additional concern, is