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Causal diagram for instrumental variables. (A) General framework. We need to study whether a treatment causes differences in outcomes. (B) A confounder affects treatment and outcome, so we cannot do a simple comparison between treated and untreated patients. (C) An instrumental variable can provide a solution. (D) The instrumental variable only works if the only connection between the instrumental variable and the outcomes is through the treatment.
