The Methodological Status of Agent-Based Simulations
AbstractIn this paper I give a tentative assessment of the methodological status of agent based simulations. I first show under which conditions ABS can be a complement to traditional modelling. I then consider whether they can be held as a sound methodology of their own. Various topics relevant to the argument are briefly discussed, such as the forecasting role of theories, the realism of assumptions, Hayek’s insights on economics methodology. I cast the arguments given into some results of modern theory of abductive inference, providing a framework that helps clarify the logical status of simulations, and gives some hints on how to foster their role as a self sustained tool for economic reasoning.
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Bibliographic InfoPaper provided by LABORatorio R. Revelli, Centre for Employment Studies in its series LABORatorio R. Revelli Working Papers Series with number 19.
Length: 32 pages
Date of creation: 2002
Date of revision:
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- Nicolaas J. Vriend, 1999. "Was Hayek an Ace?," Working Papers 403, Queen Mary, University of London, School of Economics and Finance.
- Leigh Tesfatsion, 2000. "Agent-Based Computational Economics: A Brief Guide to the Literature," Computational Economics 0004001, EconWPA.
- Judd, Kenneth L., 1997.
"Computational economics and economic theory: Substitutes or complements?,"
Journal of Economic Dynamics and Control,
Elsevier, vol. 21(6), pages 907-942, June.
- Kenneth L. Judd, 1997. "Computational Economics and Economic Theory: Substitutes or Complements," NBER Technical Working Papers 0208, National Bureau of Economic Research, Inc.
- Joshua M. Epstein & Robert L. Axtell, 1996. "Growing Artificial Societies: Social Science from the Bottom Up," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262550253, January.
- Nicolaas J. Vriend, 2002.
"Was Hayek an Ace?,"
Southern Economic Journal,
Southern Economic Association, vol. 68(4), pages 811-840, April.
- Paul J. McNulty, 1967. "A Note on the History of Perfect Competition," Journal of Political Economy, University of Chicago Press, vol. 75, pages 395.
- Nigel Gilbert & Pietro Terna, 2000. "How to build and use agent-based models in social science," Mind and Society: Cognitive Studies in Economics and Social Sciences, Fondazione Rosselli, vol. 1(1), pages 57-72, March.
- David, Paul A, 1985. "Clio and the Economics of QWERTY," American Economic Review, American Economic Association, vol. 75(2), pages 332-37, May.
- Paul Windrum & Giorgio Fagiolo & Alessio Moneta, 2007. "Empirical Validation of Agent-Based Models: Alternatives and Prospects," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 10(2), pages 8.
- Giorgio Fagiolo & Alessio Moneta & Paul Windrum, 2007. "A Critical Guide to Empirical Validation of Agent-Based Models in Economics: Methodologies, Procedures, and Open Problems," Computational Economics, Society for Computational Economics, vol. 30(3), pages 195-226, October.
- Giorgio Fagiolo & Paul Windrum & Alessio Moneta, 2006. "Empirical Validation of Agent Based Models: A Critical Survey," LEM Papers Series 2006/14, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
- Matteo Richiardi, 2003.
"The Promises and Perils of Agent-Based Computational Economics,"
LABORatorio R. Revelli Working Papers Series
29, LABORatorio R. Revelli, Centre for Employment Studies.
- Matteo Richiardi, 2004. "The Promises and Perils of Agent-Based Computational Economics," Computational Economics 0401001, EconWPA.
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