Data Science, Statistics, Causality, Machine Learning, Analytics.
examples). More importantly, counter to intuition, the problem is much easier than the single case: This “simpler” DAG is impossible to solve. We can’t get an unbiased estimate of the causal effect. Moreover, the problem assumes there is no unobserved single-cause confounder. The existence of an