Yu, Tongkui and Li, Honggang (2008): Dynamic Regimes of a Multi-agent Stock Market Model.
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Abstract
This paper presents a stochastic multi-agent model of stock market. The market dynamics include switches between chartists and fundamentalists and switches in the prevailing opinions (optimistic or pessimistic) among chartists. A nonlinear dynamical system is derived to depict the underlying mechanisms of market evolvement. Under different settings of parameters representing traders' mimetic contagion propensity, price chasing propensity and strategy switching propensity, the system exhibits four kinds of dynamic regimes: fundamental equilibrium, non-fundamental equilibrium, periodicity and chaos.
Item Type: | MPRA Paper |
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Original Title: | Dynamic Regimes of a Multi-agent Stock Market Model |
English Title: | Dynamic Regimes of a Multi-agent Stock Market Model |
Language: | English |
Keywords: | multi-agent stock market model, market dynamic regime, bifurcation analysis |
Subjects: | G - Financial Economics > G1 - General Financial Markets > G12 - Asset Pricing ; Trading Volume ; Bond Interest Rates C - Mathematical and Quantitative Methods > C6 - Mathematical Methods ; Programming Models ; Mathematical and Simulation Modeling > C62 - Existence and Stability Conditions of Equilibrium |
Item ID: | 14339 |
Depositing User: | Tongkui Yu |
Date Deposited: | 30 Mar 2009 01:59 |
Last Modified: | 27 Sep 2019 01:51 |
References: | 1. Fama, E. F. : Effiecient Capital Markets: A Review of Empirical Work. J. Financ. 2, 383{417. (1970) 2. Zhong, M., Darrat, A. F., Anderson, D. C. : Do U.S. stock prices deviate from their fundamental values? Some new evidence. J. Bank. Financ. 27, 673{697 (2003) 3. Sarno, L., Taylor, M. P. : An empirical investigation of asset price bubbles in Latin American emerging ¯nancial markets. Appl. Fin. Econ. 13, 635{643 (2003) 4. Brooks C., Katsaris A. : Rational speculative bubbles: an empirical investigation of the London Stock Exchange. Bull. Econ. Res. 55(4), 319{346 (2003) 5. Gonzalez, L., Powell, J. G., Shi, J. A. : Two centuries of bull and bear market cycles. Int. Rev. Econ. Fin. 14, 469{486 (2005) 6. Pagan, A. R., Sossounov, K. A. : A simple framework for analysing bull and bear markets. J. Appl. Econom. 18, 23-46 (2003) 7. Yan, W., Powell, J. G. : Chinese stock market cyclical regimes: 1991-2006. Econ. Lett. 97(3), 235{239 (2007) 8. Peters, E. E. : Chaos and Order in the Capital Markets. Wiley, New York (1991) 9. Chiarella, C. : The dynamics of speculative behaviour. Ann. Oper. Res. 37, 101-123(1992) 10. Brock, W. A., Hommes, C. H. : A rational route to randomness. Econometrica. 65, 1059{1095 (1997) 11. Brock, W. A., Hommes, C. H. : Heterogeneous beliefs and bifurcation routes to chaos in a simple asset pricing model. J. Econ. Dyn. Control. 22, 1235{1274 (1998) 12. Hommes, C. H. : Financial markets as nonlinear adaptive evolutionary systems. Quant. Fin. 1, 149{67 (2001) 13. Chiarella, C., He, X. : Asset pricing and wealth dynamics under heterogeneous expectations. Quant. Fin. 1, 509{526 (2001) 14. Chiarella, C., Dieci, R., Gardini, L. : Speculative behaviour and complex asset price dynamics. J. Econ. Behav. Organ. 49, 17{97 (2004) 15. Shefrin, H. : Beyond Greed and Fear. Oxford University Press, New York (2002) 16. Shiller, J. : From E±cient Markets Theory to Behavioral Finance. J. Econ. Perspect. 17, 83{104 (2003) 17. Lux, T., Marchesi, M. : Scaling and criticality in a stochastic multi-agent model of a ¯nancial market. Nature. 397, 498{500 (1999) 18. Lux, T. : The socio-economic dynamics of speculative markets: interacting agents, chaos, and the fat tails of return distributions. J. Econ. Behav. Organ. 33, 143-165 (1998) 19. Lux T. : Herd Behaviour, Bubbles and Crashes. Econ. J. 105, 881{896(1995) 20. Lorenz, N. : Deterministic non-periodic °ow. J. Atmos. Sci. 20, 130{141 (1963) |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/14339 |
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