A logic for the discovery of deterministic causal regularities

Synthese 195 (1):367-399 (2018)
  Copy   BIBTEX

Abstract

We present a logic, \, for the discovery of deterministic causal regularities starting from empirical data. Our approach is inspired by Mackie’s theory of causes as INUS-conditions, and implements a more recent adjustment to Mackie’s theory according to which the left-hand side of causal regularities is required to be a minimal disjunction of minimal conjunctions. To derive such regularities from a given set of data, we make use of the adaptive logics framework. Our knowledge of deterministic causal regularities is, as Mackie noted, most often gappy or elliptical. The adaptive logics framework is well-suited to explicate both the internal and the external dynamics of the discovery of such gappy regularities. After presenting \, we first discuss these forms of dynamics in more detail. Next, we consider some criticisms of the INUS-account and show how our approach avoids them, and we compare \ with the CNA algorithm that was recently proposed by Michael Baumgartner.

Links

PhilArchive



    Upload a copy of this work     Papers currently archived: 91,386

External links

Setup an account with your affiliations in order to access resources via your University's proxy server

Through your library

Similar books and articles

Testing Times: Confirmation in the Historical Sciences.Ben Jeffares - 2008 - Dissertation, Australian National University
The Causal Chain Problem.Michael Baumgartner - 2008 - Erkenntnis 69 (2):201-226.
Mechanisms, Laws, and Regularities.Holly K. Andersen - 2011 - Philosophy of Science 78 (2):325-331.
Causal Induction and Category Formation.Yunn-wen Lien - 1993 - Dissertation, University of California, Los Angeles
Freedom, Compulsion, and Causation.Jenann Ismael - 2007 - PSYCHE: An Interdisciplinary Journal of Research On Consciousness 13.

Analytics

Added to PP
2016-10-19

Downloads
66 (#241,657)

6 months
8 (#347,798)

Historical graph of downloads
How can I increase my downloads?

Author Profiles

Bert Leuridan
University of Antwerp
Mathieu Beirlaen
University of Ghent
Frederik Van De Putte
Erasmus University Rotterdam

Citations of this work

Boolean Difference-Making: A Modern Regularity Theory of Causation.Michael Baumgartner & Christoph Falk - unknown - British Journal for the Philosophy of Science:axz047.

Add more citations

References found in this work

Causality: Models, Reasoning and Inference.Judea Pearl - 2000 - New York: Cambridge University Press.
Causality.Judea Pearl - 2000 - New York: Cambridge University Press.
The cement of the universe.John Leslie Mackie - 1974 - Oxford,: Clarendon Press.
Causality: Models, Reasoning and Inference.Judea Pearl - 2000 - Tijdschrift Voor Filosofie 64 (1):201-202.

View all 25 references / Add more references