连贯更新信念度:激进概率、贝叶斯定理的推广及其对证据评价的影响

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY
F. Taroni, Paolo Garbolino, S. Bozza
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引用次数: 1

摘要

贝叶斯观点是基于与被认为是确定的报告证据相关的条件作用。所谓的“激进概率论”通过在报告的证据上引入不确定性来取代这种极端观点。这种模棱两可的证据如何用于对主要假设的进一步推断?介绍贝叶斯定理的理论基础,目的是为读者提供一个概括贝叶斯定理的解释。这种扩展-考虑到与证据报告相关的不确定性-也通过贝叶斯因子对证据价值的评估产生影响。还提出并证明了对这种证据的逻辑度量的概括。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Coherently updating degrees of belief: Radical Probabilism, the generalization of Bayes’ Theorem and its consequences on evidence evaluation
The Bayesian perspective is based on conditioning related to reported evidence that is considered to be certain. What is called ‘Radical Probabilism’ replaces such an extreme view by introducing uncertainty on the reported evidence. How can such equivocal evidence be used in further inferences about a main hypothesis? The theoretical ground is introduced with the aim of offering to the readership an explanation for the generalization of the Bayes’ Theorem. This extension—that considers uncertainty related to the reporting of evidence—also has an impact on the assessment of the value of evidence through the Bayes’ factor. A generalization for such a logical measure of the evidence is also presented and justified.
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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