NLP, Machine Learning, Causality, Editors Pick, Hands On Tutorials.
and outcomes which extracts and adjusts for the confounding of Z_tilde. The algorithm also allows for the inclusion of covariates C when estimating the causal effect. As seen in the image above, the vector c and the model representation b(W) are used to predict the potential outcomes of Y while