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When dealing with causal DAGs, professional logic for randomization blocks provides structural clarity. Learn the technical necessity of placing blocking factors as ancestors of treatment assignment. This guide ensures your reporting is high-quality, meeting the rigorous standards of professional scientific communication and advanced analysis.