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Decision-maker expectations and the value of climate prediction information: conceptual considerations and preliminary evidence

机译:决策者的期望和气候预测信息的价值:概念上的考虑和初步证据

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摘要

This paper examines the commonly used assumption that decision-makers possess accurate prior probability information about climate events that affect their well-being, and illustrates the impact of that assumption on the valuation of prediction information. A survey of large producers in the Mid-western United States is used to recover their prior beliefs about climate variables. It is found that producers systematically misrepresent the probabilities of climate events that materially affect their well-being. In particular, the most common form of the miscalibration between actual and subjective probabilities is to overstate the likelihood of adverse events and understate the likelihood of favourable events. As a result, common methods for valuing prediction information are likely to understate the true value when recipients begin with less accurate prior beliefs.
机译:本文研究了决策者拥有影响其福祉的气候事件的准确先验概率信息的常用假设,并说明了该假设对预测信息估值的影响。对美国中西部的大型生产者进行的一项调查被用来恢复他们先前对气候变量的看法。发现生产者系统地错误地描述了严重影响其福祉的气候事件的概率。特别是,实际概率和主观概率之间最不正确的校准形式是高估不良事件的可能性而低估不良事件的可能性。结果,当接收者以较不准确的先验信念开始时,用于评估预测信息的常用方法可能会低估真实值。

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