CIM for the simulation study. CIM on the simulated data with the PLS-can method. The green and red colours indicate positive and negative correlations respectively, whereas yellow indicate small correlation values. The clusters of variables are colored on the top and left side of the CIM as in Figure 2. The variables with blank names indicate variables with weak correlations (irrelevant variables).