Active and passive learning in agent-based financial markets

Eastern Economic Journal

Volumn 37, Issue 1, 2011, Pages 35-43

  LeBaron, Blake ^a  

^a BRANDEIS UNIVERSITY   (United States)

Author keywords

agent based financial markets; evolutionary finance; learning

Indexed keywords

EID: 78651076669     PISSN: 00945056     EISSN: 19394632     Source Type: Journal    
DOI: 10.1057/eej.2010.53     Document Type: Article

References (37)

1. Anufriev, M., and P. Dindo. 2010. Wealth-driven Selection in a Financial Market with Heterogeneous Agents. Journal of Economic Dynamics and Control, 73: 327-358.
2. Arthur, W.B., J. Holland, B. LeBaron, R. Palmer, and P. Tayler. 1997. Asset Pricing under Endogenous Expectations in an Artificial Stock Market, in The Economy as an Evolving Complex System II, edited by W.B. Arthur, S. Durlauf and D. Lane. Reading, MA: Addison-Wesley, 15-44.
3. Berrada, T. 2009. Bounded Rationality and Asset Pricing. Review of Finance, 13: 693-725.
4. Black, F. 1986. Noise. Journal of Finance, 41: 529-543.
5. Blume, L., and D. Easley. 1990. Evolution and Market Behavior. Journal of Economic Theory, 58: 9-40.
6. 2006. If You're so Smart, Why aren't you Rich? Belief Selection in Complete and Incomplete Markets. Econometrica 74, 929-966.
7. Boswijk, H.P., C.H. Hommes, and S. Manzan. 2007. Behavioral Heterogeneity in Stock Prices. Journal of Economic Dynamics and Control, 31(6): 1938-1970.
8. Breiman, L. 1961. Optimal Gambling Systems for Favorable Games, in Proceedings of the Fourth Berkeley Symposium of Math Statistics, and Probability, Vol. 1, edited by J. Newyman and E. Scott, Berkely, CA: University of California Berkely Press.
9. Brock, W.A., and C.H. Hommes. 1997. A Rational Route to Randomness. Econometrica, 65: 1059-1097.
10. 1998. Heterogeneous Beliefs and Routes to Chaos in a Simple Asset Pricing Model. Journal of Economic Dynamics and Control, 22(8-9): 1235-1274.
11. Campbell, J.Y., and L.M. Viceira. 2002. Strategic Asset Allocation. Oxford, UK: Oxford University Press.
12. Chen, S.-H., and C.-H. Yeh. 2001. Evolving Traders and the Business School with Genetic Programming: A New Architecture of the Agent-based Artificial Stock market. Journal of Economic Dynamics and Control, 25: 363-394.
13. Chiarella, C., R. Dieci, and X.-Z. He. 2009. Heterogeneity, Market Mechanisms, and Asset Price Dynamics, in Handbook of Financial Markets: Dynamics and Evolution, edited by T. Hens and K.R. Schenk-Hoppe. USA: Elsevier, 277-344.
14. 2001. Asset Pricing and Wealth Dynamics under Heterogeneous Expectations. Quantitative Finance, 1: 509-526.
15. Chiarella, C., and X.-Z. He. 2008. An Adaptive Model on Asset Pricing and Wealth Dynamics with Heterogeneous Trading Strategies, in Handbook of Information Technology in Finance, edited by D. Seese, C. Weinhardt and F. Schlottmann. Heidelberg, Germany: Springer-Verlag.
16. Evstigneev, I.V., T. Hens, and K.R. Schenk-Hoppe. 2006. Evolutionary Stable Stock Markets. Economic Theory, 27: 449-468.
17. 2009. Evolutionary Finance, in Handbook of Financial Markets: Dynamics and Evolution, edited by T. Hens and K.R. Schenk-Hoppe. Amsterdam, the Netherlands: Handbooks in Finance, North-Holland, 509-564.
18. Friedman, M. 1953. Essays in Positive Economics. Chicago, IL: University of Chicago Press.
19. Goldbaum, D., and B. Mizrach. 2008. Estimating the Intensity of Choice in a Dynamic Mutual Fund Allocation Decision. Journal of Economic Dynamics and Control, 32: 3866-3876.
20. Hakansson, N.H. 1971. Multi-period Mean-variance Analysis: Toward a General Theory of Portfolio Choice. Journal of Finance, 26: 857-884.
21. Hommes, C.H. 2006. Heterogeneous Agent Models in Economics and Finance, in Handbook of Computational Economics, edited by K.L. Judd and L. Tesfatsion. Amsterdam, the Netherlands: Elsevier.
22. 2010. The Heterogeneous Expectations Hypothesis: Some Evidence from the Lab, Technical Report, CeNDEF, University of Amsterdam.
23. Kelley, J.L. 1956. A New Interpretation of Information Rate. Bell Systems Technical Journal, 35: 917-926.
24. LeBaron, B. 2001. Evolution and Time Horizons in an Agent-based Stock Market. Macroeconomic Dynamics, 5(2): 225-254.
25. 2006. Agent-based Computational Finance, in Handbook of Computational Economics, edited by K.L. Judd and L. Tesfatsion. Amsterdam, the Netherlands: Elsevier, 1187-1233.
26. 2007. Wealth Evolution and Distorted Financial Forecasts, Technical Report, International Business School, Brandeis University.
27. 2010. Heterogenous Gain Learning and the Dynamics of Asset Prices, Technical Report, International Business School, Brandeis University, Waltham, MA.
28. Levy, M., H. Levy, and S. Solomon. 1994. A Microscopic Model of the Stock Market: Cycles, Booms, and Crashes. Economics Letters, 45: 103-111.
29. Lux, T. 2009. Stochastic Behavioral Asset Pricing Stochastic Behavioral Asset Pricing Models and the Stylized Facts, in Handbook of Financial Markets: Dynamics and Evolution, edited by T. Hens and K.R. Schenk-Hoppe. North-Holland.
30. Markowitz, H. 1976. Investment for the Long Run: New Evidence for an Old Rule. Journal of Finance, 31: 1273-1286.
31. Pastor, L., and P. Veronesi. 2009. Learning in Financial Markets. Annual Review of Financial Economics, 1: 361-381.
32. Pastor, L., and R.F. Stambaugh. 2009. Predictive Systems: Living with Imperfect Predictors. Journal of Finance, 64: 1583-1628.
33. Radner, R. 1998. Economic Survival, in Frontiers of Research in Economic Theory, edited by D.P. Jacobs, E. Kalai and M.I. Kamien. Econometric Society Monographs, Cambridge, UK: Cambridge University Press, 183-209.
34. Samuelson, P. 1971. The "fallacy" of Maximizing the Geometric Mean in Long Sequences of Investing or Gambling. Proceedings of the National Academy of Science, 68: 2493-2496.
35. Sims, C.A. 1980. Macroeconomics and Reality. Econometrica, 48: 1-48.
36. Winter, S.G. 1987. Competition and Selection, in The New Palgrave: A Dictionary of Economic, edited by J. Eatwell, M. Milgate and P. Newman. Basingstoke: Palgrave Macmillan, 545-548.
37. Yan, H. 2008. Natural Selection in Financial Markets: Does It Work? Management Science, 54(11): 1935-1950.