across the multiple data sets used in meta-analysis or multistage analysis owing to the shared genetic history. If this is the case, the standard approach that corrects with genomic control before merging the P values from different studies may lead to further inaccuracies: tests at some markers would be excessively, or not sufficiently, deflated multiple times, resulting in an accumulation of errors.