The combined analysis of the replication samples was performed in a similar manner to the meta-analysis. For each study, we constructed a test statistic that had standard normal distribution under the null hypothesis of no association, and that also captured the direction of the effect. A combined test statistic was calculated as a linear combination of the individual study scores with weights proportional to the square root of the number of cases, and p-values were obtained using normal approximations.
