Probability, Causality and the Empirical World: A Bayes-de Finetti-Popper-Borel Synthesis

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...

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Veröffentlicht in:Statistical science 2004-02, Vol.19 (1), p.44-57
1. Verfasser: Dawid, A. P.
Format: Artikel
Sprache:eng
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Zusammenfassung: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.
ISSN:0883-4237
2168-8745
DOI:10.1214/088342304000000125