Overfitting and Optimism in Prediction Models

Abstract

If we developOverfitting and optimism a statistical model with the main aim of outcome prediction, we are primarily interested in the validity of the predictions for new subjects, outside the sample under study. A key threat to validity is overfitting: the data...