This paper proposes a new approach to time series forecasting based upon three premises. First, a model is selected not by how well it fits historical data but on its ability to accurately predict out-of-sample actual data. ...

Forecasting has a long history. An understanding of such history coupled with the study of the empirical evidence can provide invaluable information for improving the accuracy and usefulness of predictions. Statistical ...