Predictions, Lasso Regression, Model Averaging, Spline Regression, Crossvalidation.
This is a procedure that can lead to overfitting. Bias is when a model is constantly off. You can compare it with a weighing scale that is always telling you that you are 10 kg heavier than you actually are. Not trustworthy, but predictable in a sense. Now, penalized regression methods, which I