Construction of an informative hierarchical prior for a small sample with the help of historical data and application to electricity load forecasting

Tristan Launay, Anne Philippe, Sophie Lamarche

We are interested in the estimation and prediction of a parametric model on a short dataset upon which it is expected to overfit and perform badly. To overcome the lack of data (re…