Correlation Circle plots for the simulation study. Correlation Circle plots for dimensions 1 and 2 (a), and 2 and 3 (b). The X and Y variables are represented by thick points and triangles respectively. The subsets of correlated variables are colored according to the legend. Expression profiles of some positively and negatively correlated variables across samples (c).