I have problem in intuitive understanding of full conditional model in building gene regulatory network. it's basically asking that "can correlation between two genes be explained by all other genes in the model?" . and say that, Node i and j are connected if and only if Xi ⊥ Yj | Xrest . my question is that, if Xi is independent of Yj given Xrest, why we should draw edge between them ?