Why are economists sceptical about agent-based simulations?
Despite many years of active research in the field and a number of fruitful applications, agent-based modeling has not yet made it through to the top ranking economic journals. In this paper we investigate why. We look at the following problematic areas: (i) interpretation of the simulation dynamics and generalization of the results, and (ii) estimation of the simulation model. We show that there exist solutions for both these issues. Along the way, we clarify some confounding differences in terminology between computer science and economic literature.
Volume (Year): 355 (2005)
Issue (Month): 1 ()
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- Weisbuch, Gerard & Kirman, Alan & Herreiner, Dorothea, 2000.
"Market Organisation and Trading Relationships,"
Royal Economic Society, vol. 110(463), pages 411-436, April.
- Weisbuch, G. & Kirman, A. & Herreiner, D., 1998. "Market Organisation and Trading Relationships," G.R.E.Q.A.M. 98a32, Universite Aix-Marseille III.
- W. Brian Arthur, 1994. "Inductive Reasoning, Bounded Rationality and the Bar Problem," Working Papers 94-03-014, Santa Fe Institute.
- Pantelis Kalaitzidakis & Theofanis P. Mamuneas & Thanasis Stengos, 2003. "Rankings of Academic Journals and Institutions in Economics," Journal of the European Economic Association, MIT Press, vol. 1(6), pages 1346-1366, December.
- Pantelis Kalaitzidakis & Theofanis P Mamuneas & Thanasis Stengos, 2001. "Rankings of Academic Journals and Institutions in Economics," Discussion Papers in Economics 01/8, Department of Economics, University of Leicester.
- Arthur, W Brian, 1994. "Inductive Reasoning and Bounded Rationality," American Economic Review, American Economic Association, vol. 84(2), pages 406-411, May.
- Tullock, Gordon & Campbell, Colin D, 1970. "Computer Simulation of a Small Voting System," Economic Journal, Royal Economic Society, vol. 80(317), pages 97-104, March.
- Arifovic, Jasmina, 1995. "Genetic algorithms and inflationary economies," Journal of Monetary Economics, Elsevier, vol. 36(1), pages 219-243, August.
- Tesfatsion, Leigh, 2001. "Introduction to the special issue on agent-based computational economics," Journal of Economic Dynamics and Control, Elsevier, vol. 25(3-4), pages 281-293, March.
- Tesfatsion, Leigh S., 2001. "Introduction to the Special Issue on Agent-Based Computational Economics," Staff General Research Papers Archive 10038, Iowa State University, Department of Economics.
- Tesfatsion, Leigh S., 2001. "Introduction to the Special Issue on Agent-Based Computational Economics," Staff General Research Papers Archive 1915, Iowa State University, Department of Economics.
- Gode, Dhananjay K & Sunder, Shyam, 1993. "Allocative Efficiency of Markets with Zero-Intelligence Traders: Market as a Partial Substitute for Individual Rationality," Journal of Political Economy, University of Chicago Press, vol. 101(1), pages 119-137, February.
- Arifovic, Jasmina, 1996. "The Behavior of the Exchange Rate in the Genetic Algorithm and Experimental Economies," Journal of Political Economy, University of Chicago Press, vol. 104(3), pages 510-541, June. Full references (including those not matched with items on IDEAS)
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