Assessing the calibration of high-dimensional ensemble forecasts using rank histograms

Thordis L. Thorarinsdottir, Michael Scheuerer, Christopher Heinz

Any decision making process that relies on a probabilistic forecast of future events necessarily requires a calibrated forecast. This paper proposes new methods for empirically ass…