Fig. 4

Simulation: high dimensions high noise. Boxplots of 1000 simulations in which X contains 500 samples and 500 variables, Y contains 500 samples and 250 variables. Noise contributed for 50 % of the total variation. The first column corresponds to the joint part, the second column depicts the orthogonal part. The red line denotes the true loading profile