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Panels b , c illustrate the effect of participation bias in MR studies, where bias occurs if Z is a consequence of either X ( b ) or Y ( c ). Conditioning on Z induces an association between the genetic variant and confounders, thereby violating the MR assumption of exchangeability.

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