Predictions, Lasso Regression, Model Averaging, Spline Regression, Crossvalidation.
three methods are a part of internal validation, which means that you are still NOT including new outside mechanisms. Hence, to truly know if your model has good predictive performance, you need to have an external dataset. This can often lead to very disappointing results. A meta-analysis is a