The exclusion restriction is a critical assumption in causal inference that states an instrumental variable (IV) should affect the outcome only through its impact on the treatment variable, not directly. This means that any change in the outcome must be entirely attributed to changes in the treatment as a result of the instrumental variable. When this condition holds true, it allows researchers to identify causal relationships and estimate effects accurately.
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