Intuition behind CRPS

In many forecasting applications, probabilistic methods have become a standard tool. The reason is that predicting the point forecast is not enough for decision-making. The predicted uncertainty provides valuable information that can be used to make better decisions, such as risk management or inventory control. How to evaluate the performance of probabilistic forecasts? A naive approach is to…