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A sufficient adjustment set is a collection of pretreatment variables for which treatment and every relevant potential outcome are conditionally independent. Adjustment for that set identifies the corresponding causal contrast under consistency and positivity.

A treatment is an intervention assigned or received by a study unit. In causal inference it indexes the unit's potential outcomes.