正确评分规则的构造原则

Jonas R. Brehmer
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引用次数: 1

摘要

适当的评分规则可以对概率预测进行决策理论原则的比较。通过识别具有参数族元素的预测分布,然后应用已知的评分规则,可以构造新的评分规则。我们在该结构中引入了一个保证适当性的条件,从而得到了新颖的适当评分规则。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A construction principle for proper scoring rules
Proper scoring rules enable decision-theoretically principled comparisons of probabilistic forecasts. New scoring rules can be constructed by identifying the predictive distribution with an element of a parametric family and then applying a known scoring rule. We introduce a condition which ensures propriety in this construction and thereby obtain novel proper scoring rules.
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CiteScore
1.60
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