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Why understanding the role of blocking factors as ancestors of treatment is essential for professional DAG estimation. This guide covers the technical placement of randomization blocks. Follow these steps to ensure your causal findings are reported with the accuracy and structural depth required for high-level analysis and scientific discovery.