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Why blocking factors as ancestors of treatment are the professional standards for randomization blocks in a DAG. Learn how these terms apply to causal modeling in this technical guide. Master these methods to ensure your research reporting is robust, accurate, and capable of delivering evidence-based conclusions with total structural precision.