Stopping rule and Bayesian confirmation theory

IF 1.5 1区 哲学 Q1 HISTORY & PHILOSOPHY OF SCIENCE European Journal for Philosophy of Science Pub Date : 2024-12-28 DOI:10.1007/s13194-024-00630-4
Yunbing Li, Yongfeng Yuan
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引用次数: 0

Abstract

This article mainly investigates whether common Bayesian confirmation measures are affected by stopping rules. The results indicate that difference measure d, log-ratio measure r, and log-likelihood measure l are not affected by non-informative stopping rules, but affected by informative stopping rules. In contrast, Carnap measure \(\tau \), normalized difference measure n, and Mortimer measure m are affected by (non-)informative stopping rules sometimes but sometimes aren’t. Besides, we use two examples to further illustrate that confirmation measures d, r, and l are better than \(\tau ,n\), and m.

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European Journal for Philosophy of Science
European Journal for Philosophy of Science HISTORY & PHILOSOPHY OF SCIENCE-
CiteScore
2.60
自引率
13.30%
发文量
57
期刊介绍: The European Journal for Philosophy of Science publishes groundbreaking works that can deepen understanding of the concepts and methods of the sciences, as they explore increasingly many facets of the world we live in. It is of direct interest to philosophers of science coming from different perspectives, as well as scientists, citizens and policymakers. The journal is interested in articles from all traditions and all backgrounds, as long as they engage with the sciences in a constructive, and critical, way. The journal represents the various longstanding European philosophical traditions engaging with the sciences, but welcomes articles from every part of the world.
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