In standard meta-analysis, the diagonal elements of ∑^j would be constructed using the squared standard errors from the GWAS results, and the off-diagonal elements of ∑^j would be set to zero. In MTAG, however, we want to allow the estimation error to include bias (in addition to sampling variation) and to be correlated across the GWAS estimates.