Causality, NLP, Machine Learning, Deep Dives, Thoughts And Theory.
by W, and in order to estimate the direct causal effect, Z = f(W) should represent the parts of W that mediates T and Y. This way, the direct effect of treatment (𝛽) is the average difference in outcome induced by giving each unit (i) the treatment, if the distribution of Z had been as though each