Data Science, Statistics, Analytics, Experiment, Causality.
domain experts. “Does U really cause V?” The most uncomfortable thing about causal DAGs is that we cannot verify our assumptions, except in cases where the DAG implies some conditional independencies. Why should the edge X → Y exist? This should be discussed with domain experts. Some things we can