Proper Scoring Rules, Gradients, Divergences, and Entropies for Paths and Time Series

Patric Bonnier, Harald Oberhauser

Many forecasts consist not of point predictions but concern the evolution of quantities. For example, a central bank might predict the interest rates during the next quarter, an ep…