Evaluating Test Cases for Probabilistic Measures of Coherence.

How can we determine the adequacy of a probabilistic coherence measure? A widely accepted approach to this question besides formulating adequacy constraints is to employ paradigmatic test cases consisting of a scenario providing a joint probability distribution over some specified set of proposition...

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Publicado en:Erkenntnis Vol. 81; no. 1; pp. 155 - 182
Autor principal: Koscholke, Jakob
Formato: Artículo
Publicado: Springer Nature Feb2016
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Acceso en línea:Ver este registro en EBSCOhost
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        au: Koscholke, Jakob
        affil: Philosophy Department, University of Oldenburg, 26111 Oldenburg Germany
      su:
        Paradigm (Theory of knowledge)
        Proposition (Logic)
        Paradigms (Social sciences)
        Distribution (Probability theory)
        Probability theory
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          Paradigm (Theory of knowledge)
          Proposition (Logic)
          Paradigms (Social sciences)
          Distribution (Probability theory)
          Probability theory
      ab: How can we determine the adequacy of a probabilistic coherence measure? A widely accepted approach to this question besides formulating adequacy constraints is to employ paradigmatic test cases consisting of a scenario providing a joint probability distribution over some specified set of propositions coupled with a normative coherence assessment for this set. However, despite the popularity of the test case approach, a systematic evaluation of the proposed test cases is still missing. This paper's aim is to change this. Using a custom written computer program for the necessary probabilistic calculations a large number of coherence measures in an extensive collection of test cases is examined. The result is a detailed overview of the test case performance of any probabilistic coherence measures proposed so far. It turns out that none of the popular coherence measures such as Shogenji's, Glass' and Olsson's, Fitelson's or Douven and Meijs' but two rather unnoticed measures perform best. This, however, does not mean that the other measures can be rejected straightforwardly. Instead, the results presented here are to be understood as a contribution among others to the project of finding adequate probabilistic coherence measures.
      pubtype: Academic Journal
      doctype: Article
      src: R
    language: English
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