Intervention, underdetermination, and theory generation
David Bourget (Western Ontario)
David Chalmers (ANU, NYU)
Rafael De Clercq
Ezio Di Nucci
Jack Alan Reynolds
Learn more about PhilPapers
We consider the use of intervention data for eliminating the underdetermination in statistical modelling, and for guiding extensions of the statistical models. The leading example is factor analysis, a major statistical tool in the social sciences. We first relate indeterminacy in factor analysis to the problem of underdetermination. Then we draw a parallel between factor analysis models and Bayesian networks with hidden nodes, which allows us to clarify the use of intervention data for dealing with indeterminacy. It will be shown that in some cases, the indeterminacy can be resolved by an intervention. In the other cases, the intervention data suggest specific extensions of the model. The upshot is that intervention data can replace theoretical criteria that are typically employed in resolving underdetermination and theory change.
|Keywords||No keywords specified (fix it)|
|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
Steven P. Lee (2010). Humanitarian Intervention - Eight Theories. Diametros 23:22-43.
Jennifer Szende (2012). Selective Humanitarian Intervention: Moral Reason and Collective Agents. Journal of Global Ethics 8 (1):63-76.
A. W. Moore (1997). The Underdetermination/Indeterminacy Distinction and the Analytic/Synthetic Distinction. Erkenntnis 46 (1):5-32.
Renee Oliver & Christopher H. Skinner (2002). Using Data-Based Decision Making to Develop and Evaluate an Intervention to Decrease Inappropriate Vocalizations and Increase Assignment Completion. Inquiry 21 (4):9-21.
P. D. Magnus (2003). Underdetermination and the Problem of Identical Rivals. Philosophy of Science 70 (5):1256-1264.
Stephen P. Turner (1987). Underdetermination and the Promise of Statistical Sociology. Sociological Theory 5 (2):172-184.
Ian McDiarmid (2008). Underdetermination and Meaning Indeterminacy: What is the Difference? [REVIEW] Erkenntnis 69 (3):279 - 293.
Samir Okasha (2002). Underdetermination, Holism and the Theory/Data Distinction. Philosophical Quarterly 52 (208):303-319.
Added to index2009-01-28
Total downloads67 ( #60,215 of 1,790,069 )
Recent downloads (6 months)7 ( #122,579 of 1,790,069 )
How can I increase my downloads?