Since the introduction of extremely intense X-ray free electron lasers, need for low noise, high dynamic range and potentially fast charge integrating detectors has increased significantly. Among all problems that research development groups have to face in such detectors, their calibration represents one most challenging collaboration between detector user is fundamental importance. The main c...

4 Any decision making process that relies on a probabilistic forecast of future events necessarily 5 requires a calibrated forecast. This paper proposes new methods for empirically assessing 6 forecast calibration in a multivariate setting where the probabilistic forecast is given by an 7 ensemble of equally probable forecast scenarios. Multivariate properties are mapped to a single 8 dimension...