Predictions, Lasso Regression, Model Averaging, Spline Regression, Crossvalidation.
understand and appreciate these next selection methods, you first need to understand: Penalization: ‘punishing’ coefficients Shrinkage: ‘downsizing’ coefficients Both methods decrease prediction error by decreasing variance by increasing bias which is part of the earlier mentioned bias-variance