Predictions, Lasso Regression, Model Averaging, Spline Regression, Crossvalidation.
advantage of PLS is its multivariate procedure. You can include as many outcomes as you can include predictors even leading to situations in which the sample size (N) is less than the number of predictors (P). This is made possible by the decomposing nature. In a model such as this, the