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Benchmarking Judgmentally Adjusted Forecasts

机译:基准判断调整后的预测

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摘要

textabstractMany publicly available macroeconomic forecasts are judgmentally adjusted model-based forecasts. In practice, usually only a single final forecast is available, and not the underlying econometric model, nor are the size and reason for adjustment known. Hence, the relative weights given to the model forecasts and to the judgement are usually unknown to the analyst. This paper proposes a methodology to evaluate the quality of such final forecasts, also to allow learning from past errors. To do so, the analyst needs benchmark forecasts. We propose two such benchmarks. The first is the simple no-change forecast, which is the bottom line forecast that an expert should be able to improve. The second benchmark is an estimated model-based forecast, which is found as the best forecast given the realizations and the final forecasts. We illustrate this methodology for two sets of GDP growth forecasts, one for the USA and one for the Netherlands. These applications tell us that adjustment appears most effective in periods of first recovery from a recession.
机译:许多可公开获得的宏观经济预测都是经过判断调整的基于模型的预测。实际上,通常只有一个最终预测可用,而底层的计量经济学模型则不可用,调整的大小和原因也不知道。因此,分析人员通常不知道提供给模型预测和判断的相对权重。本文提出了一种方法来评估此类最终预测的质量,也可以从过去的错误中学习。为此,分析师需要基准预测。我们提出了两个这样的基准。第一个是简单的无变化预测,这是专家应该能够提高的底线预测。第二个基准是基于模型的估计预测值,考虑到实现情况和最终预测值,可以将其作为最佳预测值。我们为两组GDP增长预测说明了这种方法,一组用于美国,另一组用于荷兰。这些应用告诉我们,在经济衰退首次恢复期间,调整似乎最有效。

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