Finally, to further quantify the polygenic overlap between SUDs and externalizing, we used MiXeR,44 which applies bivariate Gaussian mixture models to estimate the proportion of shared influential genetic variance between two traits. For these analyses, we used the summary statistics from the addiction risk factor21 and externalizing11 without the problematic alcohol use indicator, to reflect the two factors in the EXT-ARF model.