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@jgschraiber @roszenil @mwpen You can see from (B) that no assumptions are made about the distribution of X. Therefore, while the estimate of the regression slopes are equivalent, a mvBM predicts both X & Y are jointly Gaussian, but PGLS+ BM makes no s