For expositional simplicity, our derivations above and in Supplementary Note are parameterized in terms of the parameter vector β^j. We note, however, that the input to the MTAG software is the standard output from meta-analysis software: z-statistics and sample sizes. Because MTAG is applied to z-statistics, the GWAS summary statistics do not need to have been estimated using traits and genotypes that were standardized.