Uncovering constitutive relevance relations in mechanisms.

In this paper I argue that constitutive relevance relations in mechanisms behave like a special kind of causal relation in at least one important respect: Under suitable circumstances constitutive relevance relations produce the Markov factorization. Based on this observation one may wonder whether...

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Publicado en:Philosophical Studies Vol. 174; no. 11; pp. 2645 - 2667
Autor principal: Gebharter, Alexander
Formato: Artículo
Publicado: Springer Nature Nov2017
Materias:
Acceso en línea:Ver este registro en EBSCOhost
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        au: Gebharter, Alexander
        affil: Düsseldorf Center for Logic and Philosophy of Science (DCLPS) , University of Düsseldorf , Universitätsstraße 1 40225 Düsseldorf Germany
      su:
        Causal models
        Relevance logic
        Numerical solutions for Markov processes
        Search algorithms
        Causal relations (Linguistics)
        Relevance (Philosophy)
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        subj:
          Causal models
          Relevance logic
          Numerical solutions for Markov processes
          Search algorithms
          Causal relations (Linguistics)
          Relevance (Philosophy)
      keyword:
        Causal Bayes nets
        Causal modeling
        Constitutive relevance
        Discovery
        Mechanisms
      ab: In this paper I argue that constitutive relevance relations in mechanisms behave like a special kind of causal relation in at least one important respect: Under suitable circumstances constitutive relevance relations produce the Markov factorization. Based on this observation one may wonder whether standard methods for causal discovery could be fruitfully applied to uncover constitutive relevance relations. This paper is intended as a first step into this new area of philosophical research. I investigate to what extent the PC algorithm, originally developed for causal search, can be used for constitutive relevance discovery. I also discuss possible objections and certain limitations of a constitutive relevance discovery procedure based on PC.
      pubtype: Academic Journal
      doctype: Article
      src: R
    language: English
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