We also assessed the performance of the different methods in two cis‐MR case studies, investigating the effect of LDL‐cholesterol on CHD risk using variants in the HMGCR region and the effect of testosterone on CHD risk using variants in the SHBG region. Here, HMGCR is linked to coronary artery disorder.