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Side 37 · Research substrate

Scientific publications

Causal inference separates association from intervention by making assumptions about assignment, counterfactual outcomes, graphical structure and identification explicit.

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How to read this layer.

No statistical adjustment can recover a causal effect from assumptions the design and data cannot support. The mapped literature therefore keeps identification assumptions visible rather than treating a method as automatic proof of causation.

DirectAdjacentMethodological

Mass rollout · Wave 2. Mappings are selective and designed to expose the strongest research substrate for this Side.

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