Bayesianism and Explanatory Unification: A Compatibilist Account

Philosophy of Science 85 (4):682-703 (2018)
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Abstract

Proponents of IBE claim that the ability of a hypothesis to explain a range of phenomena in a unifying way contributes to the hypothesis’s credibility in light of these phenomena. I propose a Bayesian justification of this claim that reveals a hitherto unnoticed role for explanatory unification in evaluating the plausibility of a hypothesis: considerations of explanatory unification enter into the determination of a hypothesis’s prior by affecting its ‘explanatory coherence’, that is, the extent to which the hypothesis offers mutually cohesive explanations of various phenomena.

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Thomas Blanchard
University of Cologne

Citations of this work

Inference to the Best Explanation - An Overview.Frank Cabrera - 2022 - In Lorenzo Magnani (ed.), Handbook of Abductive Cognition. Cham: Springer. pp. 1-34.
Inference to the Best Explanation and the Screening-Off Challenge.William Roche & Elliott Sober - 2019 - Teorema: International Journal of Philosophy 38:121-142.
Deep Learning Applied to Scientific Discovery: A Hot Interface with Philosophy of Science.Louis Vervoort, Henry Shevlin, Alexey A. Melnikov & Alexander Alodjants - 2023 - Journal for General Philosophy of Science / Zeitschrift für Allgemeine Wissenschaftstheorie 54 (2):339-351.

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References found in this work

Explanation and scientific understanding.Michael Friedman - 1974 - Journal of Philosophy 71 (1):5-19.
Explanatory unification.Philip Kitcher - 1981 - Philosophy of Science 48 (4):507-531.
Précis of Inference to the Best Explanation, 2 nd Edition.Peter Lipton - 2007 - Philosophy and Phenomenological Research 74 (2):421-423.
The Philosophy of the Inductive Sciences, Founded upon their History.William Whewell - 2016 - Epistemology and Philosophy of Science 47 (1):205-225.

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