Fig. 2

Bagplots and gemplots under non-normaly distributed prinicipal components. In real data, samples are often non-normaly distributed in some principal components. In the blue labelled group samples follow an exponential distribution on the second and third principal components. Thus, sample 73 becomes only an evident outlier in the three-dimensional gemplot