Predictions, Lasso Regression, Model Averaging, Spline Regression, Crossvalidation.
cross-correlation is actually not an disadvantage, but an advantage in the modelling process. Hence, any time you have data coming from a multivariate normal distribution, think about PLS. An example of the PLS procedure in SAS. There is a lot that you can do with PLS. Here, a single outcome is