NLP, Machine Learning, Causality, Editors Pick, Hands On Tutorials.
the magnitude to the effect but it will not change the sign.”. Pryzant et al. (2021), refer to this as Theorem 2, and state that a “more accurate proxy will yield a lower estimation bias.”. Causal Estimation Now that we have discussed how to use observational data for causal inference with text,