Time Series Analysis, Forecasting, Machine Learning, Conformal Prediction, Neuralprophet.
read more about evaluation of probabilistic forecasts in my Medium article “How to evaluate Probabilistic Forecasts” We can see that CQR has basically halved miscoverage rate compared to the naive method resulting in better forecasts. References: “Probabilistic Forecasting with Conformal Prediction