Causality, NLP, Machine Learning, Deep Dives, Thoughts And Theory.
ignorability, however, requires a strong assumption that there are no unobserved confounders. Confounding occurs when a variable (confounder) has an effect on both the treatment (T) and outcome (Y), causing a spurious correlation. This relationship is shown in the image below, where Wᵢ is the