This section briefly discusses three analytic formulas we have derived regarding the expected performance of MTAG for each trait: its mean squared error (MSE) across SNPs, its statistical power to detect a true single-SNP association, and its false discovery rate (FDR) (Online Methods). All the formulas hold for an arbitrary number of traits. Supplementary Note contains illustrative calculations.