NLP, Machine Learning, Causality, Editors Pick, Hands On Tutorials.
correlations and backdoor paths in an article about improving NLP models with causality. The backdoor adjustment formula for the ATE is shown in the image below. How to calculate the average treatment effect (ATE) with the backdoor adjustment formula. Adapted from Pryzant et al. (2021). If we