Fig. 3

Mean and variance of the error of prediction in cross-validation of joint-sgPLS, for one simulation of case 1 of the simulations. The cross-validation is performed for \(\alpha \in \{0.1,0.5,0.9\}\) and for levels of group selection corresponding to \(\{1,\cdots ,25\}\)