“Spurious Correlations and Causal Inferences”

Erkenntnis 78 (3):699-712 (2013)
  Copy   BIBTEX

Abstract

The failure to recognize a correlation as spurious can lead people to adopt strategies to bring about a specific outcome that manipulate something other than a cause of the outcome. However, in a 2008 paper appearing in the journal Analysis, Bert Leuridan, Erik Weber and Maarten Van Dyck suggest that knowledge of spurious correlations can, at least sometimes, justify adopting a strategy aiming at bringing about some change. This claim is surprising and, if true, throws into question the claim of Nancy Cartwright and others that knowledge of laws of association is insufficient for distinguishing effective and ineffective strategies. This paper examines the nature of spurious correlations and their value in crafting strategies for change. The conclusion of the paper is that while knowledge of a spurious correlation may have practical value, the value depends on either having knowledge of the causal structure underlying the correlation or it depends on the use of ‘causal criteria’

Links

PhilArchive



    Upload a copy of this work     Papers currently archived: 91,349

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

Agency and probabilistic causality.Huw Price - 1991 - British Journal for the Philosophy of Science 42 (2):157-176.
Causal processes and propensities in quantum mechanics.Mauricio Suárez - 2004 - Theoria: Revista de Teoría, Historia y Fundamentos de la Ciencia 19 (3):271-300.
Can causes be reduced to correlations?Gürol Irzik - 1996 - British Journal for the Philosophy of Science 47 (2):249-270.
Causal inference in quantum mechanics: A reassessment.Mauricio Suárez - 2007 - In Frederica Russo & Jon Williamson (eds.), Causality and Probability in the Sciences. College Publications. pp. 65-106.
Of the spurious mystery in causal connections.C. J. Ducasse - 1930 - Philosophical Review 39 (4):398-403.
Inferring Motives in Psychology and Psychoanalysis.Michael Lacewing - 2012 - Philosophy, Psychiatry, and Psychology 19 (3):197-212.
Causation, robustness, and EPR.Richard A. Healey - 1992 - Philosophy of Science 59 (2):282-292.

Analytics

Added to PP
2012-11-11

Downloads
65 (#243,968)

6 months
10 (#257,583)

Historical graph of downloads
How can I increase my downloads?

Author's Profile

Andy Ward
University of Hull

Citations of this work

No citations found.

Add more citations

References found in this work

Causality: Models, Reasoning and Inference.Judea Pearl - 2000 - New York: Cambridge University Press.
Nature's capacities and their measurement.Nancy Cartwright - 1989 - New York: Oxford University Press.
Causality and explanation.Wesley C. Salmon - 1998 - New York: Oxford University Press.

View all 30 references / Add more references