Of Quantiles and Expectiles: Consistent Scoring Functions, Choquet Representations, and Forecast Rankings

Werner Ehm, Tilmann Gneiting, Alexander Jordan +1

In the practice of point prediction, it is desirable that forecasters receive a directive in the form of a statistical functional, such as the mean or a quantile of the predictive…