Abstract

Summary The probability integral transform and its conditional version provide us with means of assessing the performance of statistical forecasting systems. The distributional characteristics of the residuals are considered under both the assumed sampling model and the probability model induced by the forecasting system. The CPIT can also serve as a tool to generate predictive distributions.

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