We created a genetic predictor using the selected SNPs for the unrelated individuals in each of the five validation studies. We then calculated the squared correlation (R2) between phenotype and predictor in each validation study, and calculated the weighted average of the prediction R2 by the sample size across the five studies, i.e. Σi (R2i ni)/Σi (ni).