4.5 Article

Probability, causality and the empirical world: A Bayes-de Finetti-Popper-Borel synthesis

期刊

STATISTICAL SCIENCE
卷 19, 期 1, 页码 44-57

出版社

INST MATHEMATICAL STATISTICS
DOI: 10.1214/088342304000000125

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Borel criterion; calibration; falsification; Jeffreys's law

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This article expounds a philosophical approach to Probability and Causality: a synthesis of the personalist Bayesian views of de Finetti and Popper's falsificationist programme. A falsification method for probabilistic or causal theories, based on Borel criteria, is described. It is argued that this minimalist approach, free of any distracting metaphysical inputs, provides the essential support required for the conduct and advance of Science.

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