Modeling without representation
- Alistair M. C. Isaac
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How can mathematical models which represent the causal structure of the world incompletely or incorrectly have any scientific value? I argue that this apparent puzzle is an artifact of a realist emphasis on representation in the philosophy of modeling. I offer an alternative, pragmatic methodology of modeling, inspired by classic papers by modelers themselves. The crux of the view is that models developed for purposes other than explanation may be justified without reference to their representational properties.
- Brainard W.: Uncertainty and the effectiveness of policy. The American Economic Review 57, 411–425 (1967)
- Caldwell B. J.: Beyond positivism: Economic methodology in the twentieth century. George Allen & Unwin, Boston, MA (1982)
- Camerer C., Thaler R. H.: Anomalies: Ultimatums, dictators and manners. The Journal of Economic Perspectives 9, 209–219 (1995) CrossRef
- Friedman B., Kuttner K. N.: A price target for U.S. monetary policy? Lessons from the experiene with money growth targets. Brooking Papers on Economic Activity 1996, 77–146 (1996) CrossRef
- Friedman, M. (1951). The effects of a full-employment policy on economic stability: A formal analysis. Reprinted in (1953) Essays in positive economics, pp. 117–132, Chicago: University of Chicago Press.
- Friedman, M. (1953). The methodology of positive economics. In Essays in positive economics (pp. 3–46). Chicago: University of Chicago Press
- Giere, R. N. (1988). Explaining science: A cognitive approach. Chicago, IL: University of Chicago Press.
- Godfrey-Smith P.: The strategy of model-based science. Biology and Philosophy 21, 725–740 (2006) CrossRef
- Hammond, J. D. (2008). Friedman’s methodology essay in context. In R. Leeson (Ed.), The anti-Keynesian tradition (pp. 78–95). Basingstoke: Palgrave Macmillan.
- Levins R.: The strategy of model building in population biology. American Scientist 54, 421–431 (1966)
- Levins, R. (1968). Evolution in changing environments. Princeton, NJ: Princeton University Press.
- Levins, R., & Lewontin, R. (1985). The dialectical biologist. Cambridge, MA: Harvard University Press.
- Mäki, U. (2009). Unrealistic assumptions and unnecessary confusions: Rereading and rewriting F53 as a realist statement. In U. Mäki (Ed.), The methodology of positive economics: Reflections on Milton Friedman’s legacy (pp. 90–116). Cambridge: Cambridge University Press.
- Mitchell D. W.: Risk aversion and optimal macro policy. The Economic Journal 89, 913–918 (1979) CrossRef
- Morrison, M., & Morgan, M. S. (1999). Models as mediating instruments. In M. S. Morgan & M. Morrison (Ed.), Models as mediators (pp. 10–37). Cambridge: Cambridge University Press.
- Odenbaugh J.: “The strategy of model building in population biology”. Biology and Philosophy 21, 607–621 (2006) CrossRef
- Schliesser E.: Galilean reflections on Milton Friedman’s ‘methodology of positive economics,’ with thoughts on Vernon Smith’s ‘economics in the laboratory’. Philosophy of the Social Sciences 35, 50–74 (2005) CrossRef
- Schliesser E.: Inventing paradigms, monopoly, methodology, and mythology at ‘Chicago’: Nutter, Stigler, and Milton Friedman. Studies in History and Philosophy of Science 43, 160–171 (2012) CrossRef
- Smith, G. E. (2002). The Methodology of the Principia. In I. B. Cohen & G. E. Smith (Eds.), The Cambridge companion to Newton (pp. 138–173). Cambridge: Cambridge University Press.
- Suppes P.: A comparison of the meaning and uses of models in mathematics and the empirical sciences. Synthese 12, 287–301 (1960) CrossRef
- Suppes, P. (2002). Representation and invariance of scientific structures. Stanford, CA: CSLI Publications.
- Weisberg M.: Forty years of ‘the strategy’: Levins on model building and idealization. Biology and Philosophy 21, 623–645 (2006) CrossRef
- Weisberg M.: Three kinds of idealization. Journal of Philosophy 104, 639–659 (2007a)
- Weisberg M.: Who is a modeler?. British Journal for the Philosophy of Science 58, 207–233 (2007b) CrossRef
- Wimsatt, W. C. (1987). False models as means to truer theories. In M. H. Nitecki & A. Hoffman (Eds.), Neutral models in biology (pp. 23–55) Oxford: Oxford University Press.
- Modeling without representation
Volume 190, Issue 16 , pp 3611-3623
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- 1. Department of Philosophy, University of Pennsylvania, 433 Cohen Hall, Philadelphia, PA, 19104-6304, USA