David Bourget (Western Ontario)
David Chalmers (ANU, NYU)
Rafael De Clercq
Jack Alan Reynolds
Learn more about PhilPapers
Minds and Machines 16 (3):303-317 (2006)
The faithfulness condition (FC) is a useful principle for inferring causal structure from statistical data. The usual motivation for the FC appeals to theorems showing that exceptions to it have probability zero, provided that some apparently reasonable assumptions obtain. However, some have objected that, the theorems notwithstanding, exceptions to the FC are probable in commonly occurring circumstances. I argue that exceptions to the FC are probable in the circumstances specified by this objection only given the presence of a condition that I label homogeneity, and furthermore that this condition typically does not obtain in the FC’s intended domain of application.
|Keywords||Causal inference Directed acyclic graphs Faithfulness condition|
|Categories||categorize this paper)|
Setup an account with your affiliations in order to access resources via your University's proxy server
Configure custom proxy (use this if your affiliation does not provide a proxy)
|Through your library|
References found in this work BETA
No references found.
Citations of this work BETA
No citations found.
Similar books and articles
DM Hausman & J. Woodward (1999). Independence, Invariance and the Causal Markov Condition. British Journal for the Philosophy of Science 50 (4):521-583.
Peter Spirtes (2011). Intervention, Determinism, and the Causal Minimality Condition. Synthese 182 (3):335-347.
Hugh Lehman (1972). Statistical Explanation. Philosophy of Science 39 (4):500-506.
Iain Martel, The Principle of the Common Cause, the Causal Markov Condition, and Quantum Mechanics: Comments on Cartwright.
Alex Broadbent (2008). The Difference Between Cause and Condition. Proceedings of the Aristotelian Society 108 (1pt3):355-364.
David H. Sanford (1976). The Direction of Causation and the Direction of Conditionship. Journal of Philosophy 73 (8):193-207.
Daniel M. Hausman & James Woodward (2004). Modularity and the Causal Markov Condition: A Restatement. British Journal for the Philosophy of Science 55 (1):147-161.
Nancy Cartwright (2002). Against Modularity, the Causal Markov Condition, and Any Link Between the Two: Comments on Hausman and Woodward. British Journal for the Philosophy of Science 53 (3):411-453.
Jiji Zhang & Peter Spirtes (2008). Detection of Unfaithfulness and Robust Causal Inference. Minds and Machines 18 (2):239-271.
Added to index2009-01-28
Total downloads6 ( #200,848 of 1,098,129 )
Recent downloads (6 months)1 ( #283,807 of 1,098,129 )
How can I increase my downloads?