Predictions, Lasso Regression, Model Averaging, Spline Regression, Crossvalidation.
well-known statistical procedure is the ANOVA, which is a comparison power-house. ANOVA vs regression. In an ANOVA you mostly compare that which has been observed. In a linear regression, you built a model to derive a function that might be used on new data. Of course, this distinction between the