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Speeding up interval estimation for R2-based mediation effect of high-dimensional mediators via cross-fitting

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Mediation analysis is a useful tool in investigating how molecular phenotypes such as gene expression mediate the effect of exposure on health outcomes. However, commonly used mean-based total mediation effect measures may suffer from cancellation of component... ...