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You could also specify this option to exclude the residual covariance at all time. By default bivariate GCTA-GREML does not perform a log likelihood test unless this option is specified. We implemented a HE regression that allows fitting multiple GRMs and facilitates bivariate analysis as in the GREML analysis, and only requires a small amount of memory (e.