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MULTIASSET MARKET DYNAMICS

Published online by Cambridge University Press:  01 November 2004

FRANK H. WESTERHOFF
FRANK H. WESTERHOFF
Affiliation:
University of Osnabrück
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Abstract

This paper explores multiasset market dynamics. We consider a limited number of markets on which two types of agents are active. Fundamentalists specialize in a certain market to gather expertise. Chartists may switch between markets since they use simple extrapolative methods. Specifically, chartists prefer markets that display price trends but that are not too misaligned. The interaction between the traders causes complex dynamics. Even in the absence of random shocks, our artificial markets mimic the behavior of actual asset markets closely. Our model also offers reasons for the high degree of comovements in stock prices observed empirically.

Keywords

Heterogeneous AgentsTechnical and Fundamental AnalysisAsset Price DynamicsComovements in Stock Prices
Type
ARTICLES
Information
Macroeconomic Dynamics , Volume 8 , Issue 5 , November 2004 , pp. 596 - 616
Copyright
© 2004 Cambridge University Press

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References

Brock W. & C. Hommes 1997 A rational route to randomness. Econometrica 65, 1059– 1095.Google Scholar
Brock W. & C. Hommes 1998 Heterogeneous beliefs and routes to chaos in a simple asset pricing model. Journal of Economic Dynamics and Control 22, 1235– 1274.Google Scholar
Campbell J., A. Lo & C. MacKinlay 1997 The Econometrics of Financial Markets. Princeton: Princeton University Press.
Chen S.-H., T. Lux & M. Marchesi 2001 Testing for nonlinear structure in an artificial financial market. Journal of Economic Behavior and Organization 46, 327– 342.Google Scholar
Chiarella C. 1992 The dynamics of speculative behavior. Annals of Operations Research 37, 101– 123.Google Scholar
Chiarella C., R. Dieci & L. Gardini 2002 Speculative behaviour and complex asset price dynamics: A global analysis. Journal of Economic Behavior and Organization 49, 173– 197.Google Scholar
Day R. & W. Huang 1990 Bulls, bears and market sheep. Journal of Economic Behavior and Organization 14, 299– 329.Google Scholar
Farmer D. 1999 Physicists attempt to scale the ivory towers of finance. Computing in Science and Engineering 1, 26– 39.Google Scholar
Farmer D. 2002 Market force, ecology, and evolution. Industrial and Corporate Change 11, 895– 953.Google Scholar
Farmer D. & S. Joshi 2002 The price dynamics of common trading strategies. Journal of Economic Behavior and Organization 49, 149– 171.Google Scholar
Hill B. 1975 A simple general approach to inference about the tail of a distribution. Annals of Statistics 3, 1163– 1173.Google Scholar
Hommes C. 2001 Financial markets as nonlinear adaptive evolutionary systems. Quantitative Finance 1, 149– 167.Google Scholar
Ito T. 1990 Foreign exchange rate expectations: Micro survey data. American Economic Review 80, 434– 449.Google Scholar
Kahneman D., P. Slovic & A. Tversky 1986 Judgment Under Uncertainty: Heuristics and Biases. Cambridge, UK: Cambridge University Press.
Kirman A. 1991 Epidemics of opinion and speculative bubbles in financial markets. In Mark Taylor (ed.), Money and Financial Markets, pp. 354– 368. Oxford: Blackwell.
LeBaron Blake 2001a Empirical regularities from interacting long- and short-memory investors in an agent based stock market. IEEE Transactions on Evolutionary Computation 5, 442– 455.Google Scholar
LeBaron B. 2001b Evolution and time horizons in an agent-based stock market. Macroeconomic Dynamics 5, 225– 254.Google Scholar
Lui Y.-H. & D. Mole 1998 The use of fundamental and technical analysis by foreign exchange dealers: Hong Kong evidence. Journal of International Money and Finance 17, 535– 545.Google Scholar
Lux T. & M. Ausloos 2002 Market fluctuations I: Scaling, multi-scaling and their possible origins. In A. Bunde, J. Kropp & H.J. Schellnhuber (eds.), Theories of Disaster: Scaling Laws Governing Weather, Body and Stock Market Dynamics, pp. 373– 410. Berlin: Springer.
Lux T. & M. Marchesi 2000 Volatility clustering in financial markets: A micro-simulation of interacting agents. International Journal of Theoretical and Applied Finance 3, 675– 702.Google Scholar
Mandelbrot B. 1963 The variation of certain speculative prices. Journal of Business 36, 394– 419.Google Scholar
Manski C. & D. McFadden 1981 Structural Analysis of Discrete Data with Econometric Applications. Cambridge, MA: MIT Press.
Mantegna R. & E. Stanley 2000 An Introduction to Econphysics. Cambridge, UK: Cambridge University Press.
Manzan S. & F. Westerhoff 2002 Heterogeneous Expectations, Exchange Rate Dynamics and Predictability. CeNDEF working paper series WP-02–14.
Murphy J. 1999 Technical Analysis of Financial Markets. New York: New York Institute of Finance.
Shiller R. 1989 Comovements in stock prices and comovements in dividends. Journal of Finance 44, 719– 729.Google Scholar
Shiller R. 2000 Irrational Exuberance. Princeton: Princeton University Press.
Simon H. 1997 An Empirically Based Microeconomics. Cambridge, UK: Cambridge University Press.
Smith V. 1991 Papers in Experimental Economics. Cambridge, UK: Cambridge University Press.
Sonnemans J., C. Hommes, J. Tuinstra, & H. van de Velden (in press) The instability of a heterogeneous cobweb economy: A strategy experiment on expectation formation. Journal of Economic Behavior and Organization.
Sprott J. & G. Rowlands 1995 Chaos Data Analyzer: The Professional Version 2.1. New York: American Institute of Physics.
Takagi S. 1991 Exchange rate expectations: A survey of survey studies. IMF Staff Papers 38, 156– 183.Google Scholar
Taylor M. & H. Allen 1992 The use of technical analysis in the foreign exchange market. Journal of International Money and Finance 11, 304– 314.Google Scholar
Tversky A. & D. Kahneman 1974 Judgment under uncertainty: Heuristics and biases. Science 185, 1124– 1131.Google Scholar
Westerhoff F. 2003a Expectations driven distortions in the foreign exchange market. Journal of Economic Behavior and Organization 51, 389– 412.Google Scholar
Westerhoff F. 2003b Speculative markets and the effectiveness of price limits. Journal of Economic Dynamics and Control 28, 493– 508.Google Scholar