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Microscopic models of financial markets

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  • Samanidou, Egle
  • Zschischang, Elmar
  • Stauffer, Dietrich
  • Lux, Thomas

Abstract

This review deals with several microscopic models of financial markets which have been studied by economists and physicists over the last decade: Kim-Markowitz, Levy-Levy-Solomon, Cont-Bouchaud, Solomon-Weisbuch, Lux-Marchesi, Donangelo-Sneppen and Solomon-Levy-Huang. After an overview of simulation approaches in financial economics, we first give a summary of the Donangelo-Sneppen model of monetary exchange and compare it with related models in economics literature. Our selective review then outlines the main ingredients of some influential early models of multi-agent dynamics in financial markets (Kim-Markowitz, Levy-Levy-Solomon). As will be seen, these contributions draw their inspiration from the complex appearance of investors' interactions in real-life markets. Their main aim is to reproduce (and, thereby, provide possible explanations) for the spectacular bubbles and crashes seen in certain historical episodes, but they lack (like almost all the work before 1998 or so) a perspective in terms of the universal statistical features of financial time series. In fact, awareness of a set of such regularities (power-law tails of the distribution of returns, temporal scaling of volatility) only gradually appeared over the nineties. With the more precise description of the formerly relatively vague characteristics (e.g. moving from the notion of fat tails to the more concrete one of a power-law with index around three), it became clear that financial markets dynamics give rise to some kind of universal scaling laws. Showing similarities with scaling laws for other systems with many interacting subunits, an exploration of financial markets as multi-agent systems appeared to be a natural consequence. This topic was pursued by quite a number of contributions appearing in both the physics and economics literature since the late nineties. From the wealth of different flavors of multi-agent models that have appeared by now, we discuss the Cont-Bouchaud, Solomon-Levy-Huang and Lux-Marchesi models. Open research questions are discussed in our concluding section. --

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Paper provided by Christian-Albrechts-University of Kiel, Department of Economics in its series Economics Working Papers with number 2006,15.

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Date of creation: 2006
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Handle: RePEc:zbw:cauewp:5162

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  1. G. Ehrenstein & F. Westerhoff & D. Stauffer, 2005. "Tobin tax and market depth," Quantitative Finance, Taylor & Francis Journals, Taylor & Francis Journals, vol. 5(2), pages 213-218.
  2. Zhang, Yi-Cheng, 1999. "Toward a theory of marginally efficient markets," Physica A: Statistical Mechanics and its Applications, Elsevier, Elsevier, vol. 269(1), pages 30-44.
  3. Frank Westerhoff, 2003. "Heterogeneous traders and the Tobin tax," Journal of Evolutionary Economics, Springer, Springer, vol. 13(1), pages 53-70, 02.
  4. Zschischang, Elmar & Lux, Thomas, 2001. "Some new results on the Levy, Levy and Solomon microscopic stock market model," Physica A: Statistical Mechanics and its Applications, Elsevier, Elsevier, vol. 291(1), pages 563-573.
  5. Chen, Shu-Heng & Yeh, Chia-Hsuan, 2002. "On the emergent properties of artificial stock markets: the efficient market hypothesis and the rational expectations hypothesis," Journal of Economic Behavior & Organization, Elsevier, Elsevier, vol. 49(2), pages 217-239, October.
  6. Zeeman, E. C., 1974. "On the unstable behaviour of stock exchanges," Journal of Mathematical Economics, Elsevier, vol. 1(1), pages 39-49, March.
  7. Frankel, Jeffrey A & Froot, Kenneth A, 1986. "Understanding the U.S. Dollar in the Eighties: The Expectations of Chartists and Fundamentalists," The Economic Record, The Economic Society of Australia, The Economic Society of Australia, vol. 0(0), pages 24-38, Supplemen.
  8. De Vany, Arthur & Lee, Cassey, 2001. "Quality signals in information cascades and the dynamics of the distribution of motion picture box office revenues," Journal of Economic Dynamics and Control, Elsevier, Elsevier, vol. 25(3-4), pages 593-614, March.
  9. Louzoun, Yoram & Solomon, Sorin, 2001. "Volatility driven market in a generalized Lotka–Voltera formalism," Physica A: Statistical Mechanics and its Applications, Elsevier, Elsevier, vol. 302(1), pages 220-233.
  10. Didier Sornette & Wei-Xing Zhou, 2002. "The US 2000-2002 market descent: How much longer and deeper?," Quantitative Finance, Taylor & Francis Journals, Taylor & Francis Journals, vol. 2(6), pages 468-481.
  11. Bouchaud, Jean-Philippe & Mézard, Marc, 2000. "Wealth condensation in a simple model of economy," Physica A: Statistical Mechanics and its Applications, Elsevier, Elsevier, vol. 282(3), pages 536-545.
  12. Chiarella, Carl & Dieci, Roberto & Gardini, Laura, 2002. "Speculative behaviour and complex asset price dynamics: a global analysis," Journal of Economic Behavior & Organization, Elsevier, Elsevier, vol. 49(2), pages 173-197, October.
  13. Jones, Robert A, 1976. "The Origin and Development of Media of Exchange," Journal of Political Economy, University of Chicago Press, University of Chicago Press, vol. 84(4), pages 757-75, August.
  14. Gaunersdorfer, Andrea, 2000. "Endogenous fluctuations in a simple asset pricing model with heterogeneous agents," Journal of Economic Dynamics and Control, Elsevier, Elsevier, vol. 24(5-7), pages 799-831, June.
  15. Blake LeBaron, 1999. "Evolution and Time Horizons in an Agent-Based Stock Market," Computing in Economics and Finance 1999, Society for Computational Economics 1342, Society for Computational Economics.
  16. Bak, P. & Paczuski, M. & Shubik, M., 1997. "Price variations in a stock market with many agents," Physica A: Statistical Mechanics and its Applications, Elsevier, Elsevier, vol. 246(3), pages 430-453.
  17. Marco Raberto & Silvano Cincotti & Sergio M. Focardi & Michele Marchesi, 2001. "Agent-based simulation of a financial market," Papers cond-mat/0103600, arXiv.org, revised Mar 2001.
  18. Iori, Giulia, 2002. "A microsimulation of traders activity in the stock market: the role of heterogeneity, agents' interactions and trade frictions," Journal of Economic Behavior & Organization, Elsevier, Elsevier, vol. 49(2), pages 269-285, October.
  19. Zhi-Feng Huang & Sorin Solomon, 2000. "Power, Levy, Exponential and Gaussian Regimes in Autocatalytic Financial Systems," Papers cond-mat/0008026, arXiv.org.
  20. Zhi-Feng Huang & Sorin Solomon, 2001. "Stochastic Multiplicative Processes for Financial Markets," Papers cond-mat/0110273, arXiv.org.
  21. repec:att:wimass:9625 is not listed on IDEAS
  22. Brock, William A. & Hommes, Cars H., 1998. "Heterogeneous beliefs and routes to chaos in a simple asset pricing model," Journal of Economic Dynamics and Control, Elsevier, Elsevier, vol. 22(8-9), pages 1235-1274, August.
  23. Duffy, John, 2001. "Learning to speculate: Experiments with artificial and real agents," Journal of Economic Dynamics and Control, Elsevier, Elsevier, vol. 25(3-4), pages 295-319, March.
  24. repec:att:wimass:9725 is not listed on IDEAS
  25. Arthur, W Brian, 1989. "Competing Technologies, Increasing Returns, and Lock-In by Historical Events," Economic Journal, Royal Economic Society, Royal Economic Society, vol. 99(394), pages 116-31, March.
  26. Kiyotaki, Nobuhiro & Wright, Randall, 1989. "On Money as a Medium of Exchange," Journal of Political Economy, University of Chicago Press, University of Chicago Press, vol. 97(4), pages 927-54, August.
  27. Proykova, Ana & Stauffer, Dietrich, 2002. "Social percolation and the influence of mass media," Physica A: Statistical Mechanics and its Applications, Elsevier, Elsevier, vol. 312(1), pages 300-304.
  28. Dawid, Herbert, 1999. "On the convergence of genetic learning in a double auction market," Journal of Economic Dynamics and Control, Elsevier, Elsevier, vol. 23(9-10), pages 1545-1567, September.
  29. Lux, Thomas, 1997. "Time variation of second moments from a noise trader/infection model," Journal of Economic Dynamics and Control, Elsevier, Elsevier, vol. 22(1), pages 1-38, November.
  30. Masanao Aoki, 2002. "Open Models of Share Markets with Two Dominant Types of Participants," UCLA Economics Online Papers 107, UCLA Department of Economics.
  31. Solomon, Sorin & Weisbuch, Gerard & de Arcangelis, Lucilla & Jan, Naeem & Stauffer, Dietrich, 2000. "Social percolation models," Physica A: Statistical Mechanics and its Applications, Elsevier, Elsevier, vol. 277(1), pages 239-247.
  32. S. Sinha & S. Raghavendra, 2004. "Hollywood blockbusters and long-tailed distributions," The European Physical Journal B - Condensed Matter and Complex Systems, Springer, Springer, vol. 42(2), pages 293-296, November.
  33. De Vany, Arthur & Walls, W David, 1996. "Bose-Einstein Dynamics and Adaptive Contracting in the Motion Picture Industry," Economic Journal, Royal Economic Society, Royal Economic Society, vol. 106(439), pages 1493-1514, November.
  34. Gerard Weisbuch & Sorin Solomon & Dietrich Stauffer, 2002. "Social Percolation and Self-Organized Criticality," Computing in Economics and Finance 2002, Society for Computational Economics 203, Society for Computational Economics.
  35. Vandewalle, N. & Ausloos, M., 1997. "Coherent and random sequences in financial fluctuations," Physica A: Statistical Mechanics and its Applications, Elsevier, Elsevier, vol. 246(3), pages 454-459.
  36. Bonabeau, Eric & Theraulaz, Guy & Deneubourg, Jean-Louis, 1995. "Phase diagram of a model of self-organizing hierarchies," Physica A: Statistical Mechanics and its Applications, Elsevier, Elsevier, vol. 217(3), pages 373-392.
  37. Jack Ochs & John Duffy, 1999. "Emergence of Money as a Medium of Exchange: An Experimental Study," American Economic Review, American Economic Association, American Economic Association, vol. 89(4), pages 847-877, September.
  38. Stauffer, Dietrich & P. Radomski, Jan, 2001. "Scaling in the Donangelo-Sneppen model for evolution of money," Physica A: Statistical Mechanics and its Applications, Elsevier, Elsevier, vol. 291(1), pages 583-586.
  39. G. William Schwert, 1990. "Stock Volatility and the Crash of '87," NBER Working Papers 2954, National Bureau of Economic Research, Inc.
  40. Anirban Chakraborti & Bikas K. Chakrabarti, 2000. "Statistical mechanics of money: How saving propensity affects its distribution," Papers cond-mat/0004256, arXiv.org, revised Jun 2000.
  41. Weisbuch, Gérard & Stauffer, Dietrich, 2000. "Hits and flops dynamics," Physica A: Statistical Mechanics and its Applications, Elsevier, Elsevier, vol. 287(3), pages 563-576.
  42. Donangelo, R & Sneppen, K, 2000. "Self-organization of value and demand," Physica A: Statistical Mechanics and its Applications, Elsevier, Elsevier, vol. 276(3), pages 572-580.
  43. de Souza, AndréM.C. & Tsallis, Constantino, 1997. "Student's t- and r-distributions: Unified derivation from an entropic variational principle," Physica A: Statistical Mechanics and its Applications, Elsevier, Elsevier, vol. 236(1), pages 52-57.
  44. William A. Brock & Cars H. Hommes, 1997. "A Rational Route to Randomness," Econometrica, Econometric Society, Econometric Society, vol. 65(5), pages 1059-1096, September.
  45. Youssefmir, Michael & Huberman, Bernardo A & Hogg, Tad, 1998. "Bubbles and Market Crashes," Computational Economics, Society for Computational Economics, Society for Computational Economics, vol. 12(2), pages 97-114, October.
  46. Lobato, Ignacio N & Savin, N E, 1998. "Real and Spurious Long-Memory Properties of Stock-Market Data," Journal of Business & Economic Statistics, American Statistical Association, American Statistical Association, vol. 16(3), pages 261-68, July.
  47. Farmer, J. Doyne & Joshi, Shareen, 2002. "The price dynamics of common trading strategies," Journal of Economic Behavior & Organization, Elsevier, Elsevier, vol. 49(2), pages 149-171, October.
  48. Youssefmir, Michael & Huberman, Bernardo A., 1997. "Clustered volatility in multiagent dynamics," Journal of Economic Behavior & Organization, Elsevier, Elsevier, vol. 32(1), pages 101-118, January.
  49. Levy, Moshe & Levy, Haim & Solomon, Sorin, 1994. "A microscopic model of the stock market : Cycles, booms, and crashes," Economics Letters, Elsevier, Elsevier, vol. 45(1), pages 103-111, May.
  50. Ramsey, James B., 1996. "On the existence of macro variables and of macro relationships," Journal of Economic Behavior & Organization, Elsevier, Elsevier, vol. 30(3), pages 275-299, September.
  51. Gudrun Ehrenstein, 2002. "Cont-Bouchaud percolation model including Tobin tax," Papers cond-mat/0205320, arXiv.org.
  52. Huang, Zhi-Feng & Solomon, Sorin, 2002. "Stochastic multiplicative processes for financial markets," Physica A: Statistical Mechanics and its Applications, Elsevier, Elsevier, vol. 306(C), pages 412-422.
  53. Stauffer, Dietrich & Sornette, Didier, 1999. "Self-organized percolation model for stock market fluctuations," Physica A: Statistical Mechanics and its Applications, Elsevier, Elsevier, vol. 271(3), pages 496-506.
  54. Takayasu, Hideki & Miura, Hitoshi & Hirabayashi, Tadashi & Hamada, Koichi, 1992. "Statistical properties of deterministic threshold elements — the case of market price," Physica A: Statistical Mechanics and its Applications, Elsevier, Elsevier, vol. 184(1), pages 127-134.
  55. LeBaron, Blake & Arthur, W. Brian & Palmer, Richard, 1999. "Time series properties of an artificial stock market," Journal of Economic Dynamics and Control, Elsevier, Elsevier, vol. 23(9-10), pages 1487-1516, September.
  56. E. Ahmed & H.A. Abdusalam, 2000. "On social percolation and small world network," The European Physical Journal B - Condensed Matter and Complex Systems, Springer, Springer, vol. 16(3), pages 569-571, August.
  57. Zhi-Feng Huang & Sorin Solomon, 2001. "Finite market size as a source of extreme wealth inequality and market instability," Papers cond-mat/0103170, arXiv.org.
  58. Sorin Solomon & Peter Richmond, 2001. "Power Laws of Wealth, Market Order Volumes and Market Returns," Papers cond-mat/0102423, arXiv.org, revised Apr 2001.
  59. Zhi-Feng Huang, 2000. "Self-organized model for information spread in financial markets," Papers cond-mat/0004314, arXiv.org.
  60. Levy, Moshe & Solomon, Sorin, 1997. "New evidence for the power-law distribution of wealth," Physica A: Statistical Mechanics and its Applications, Elsevier, Elsevier, vol. 242(1), pages 90-94.
  61. Ding, Zhuanxin & Granger, Clive W. J. & Engle, Robert F., 1993. "A long memory property of stock market returns and a new model," Journal of Empirical Finance, Elsevier, Elsevier, vol. 1(1), pages 83-106, June.
  62. Egenter, E. & Lux, T. & Stauffer, D., 1999. "Finite-size effects in Monte Carlo simulations of two stock market models," Physica A: Statistical Mechanics and its Applications, Elsevier, Elsevier, vol. 268(1), pages 250-256.
  63. A. Chakraborti & B.K. Chakrabarti, 2000. "Statistical mechanics of money: how saving propensity affects its distribution," The European Physical Journal B - Condensed Matter and Complex Systems, Springer, Springer, vol. 17(1), pages 167-170, September.
  64. Arifovic, Jasmina, 1996. "The Behavior of the Exchange Rate in the Genetic Algorithm and Experimental Economies," Journal of Political Economy, University of Chicago Press, University of Chicago Press, vol. 104(3), pages 510-41, June.
  65. Gérard Weisbuch & Dietrich Stauffer, 2000. "Hits and Flops Dynamics," Working Papers, Santa Fe Institute 00-07-036, Santa Fe Institute.
  66. R. Donangelo & K. Sneppen, 1999. "Self-organization of value and demand," Papers cond-mat/9906298, arXiv.org, revised Apr 2000.
  67. Chen, Shu-Heng & Yeh, Chia-Hsuan, 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, Elsevier, Elsevier, vol. 25(3-4), pages 363-393, March.
  68. da Silva, L.R & Stauffer, D, 2001. "Ising-correlated clusters in the Cont-Bouchaud stock market model," Physica A: Statistical Mechanics and its Applications, Elsevier, Elsevier, vol. 294(1), pages 235-238.
  69. Rui Carvalho, 2001. "The Dynamics of the Linear Random Farmer Model," Papers cond-mat/0107150, arXiv.org.
  70. Marimon, Ramon & McGrattan, Ellen & Sargent, Thomas J., 1990. "Money as a medium of exchange in an economy with artificially intelligent agents," Journal of Economic Dynamics and Control, Elsevier, Elsevier, vol. 14(2), pages 329-373, May.
  71. Huang, Zhi-Feng & Solomon, Sorin, 2001. "Finite market size as a source of extreme wealth inequality and market instability," Physica A: Statistical Mechanics and its Applications, Elsevier, Elsevier, vol. 294(3), pages 503-513.
  72. Lobato, Ignacio N & Savin, N E, 1998. "Real and Spurious Long-Memory Properties of Stock-Market Data: Reply," Journal of Business & Economic Statistics, American Statistical Association, American Statistical Association, vol. 16(3), pages 280-83, July.
  73. Routledge, Bryan R., 2001. "Genetic Algorithm Learning To Choose And Use Information," Macroeconomic Dynamics, Cambridge University Press, Cambridge University Press, vol. 5(02), pages 303-325, April.
  74. W. Brian Arthur & John H. Holland & Blake LeBaron & Richard Palmer & Paul Taylor, 1996. "Asset Pricing Under Endogenous Expectation in an Artificial Stock Market," Working Papers, Santa Fe Institute 96-12-093, Santa Fe Institute.
  75. Maslov, Sergei, 2000. "Simple model of a limit order-driven market," Physica A: Statistical Mechanics and its Applications, Elsevier, Elsevier, vol. 278(3), pages 571-578.
  76. Cont, Rama & Bouchaud, Jean-Philipe, 2000. "Herd Behavior And Aggregate Fluctuations In Financial Markets," Macroeconomic Dynamics, Cambridge University Press, Cambridge University Press, vol. 4(02), pages 170-196, June.
  77. Solomon, Sorin & Richmond, Peter, 2001. "Power laws of wealth, market order volumes and market returns," Physica A: Statistical Mechanics and its Applications, Elsevier, Elsevier, vol. 299(1), pages 188-197.
  78. Iksoo Chang & Dietrich Stauffer, 2001. "Time-reversal asymmetry in Cont-Bouchaud stock market model," Papers cond-mat/0105573, arXiv.org.
  79. Foley Duncan K., 1994. "A Statistical Equilibrium Theory of Markets," Journal of Economic Theory, Elsevier, Elsevier, vol. 62(2), pages 321-345, April.
  80. Banerjee, Abhijit V, 1992. "A Simple Model of Herd Behavior," The Quarterly Journal of Economics, MIT Press, MIT Press, vol. 107(3), pages 797-817, August.
  81. Yi-Cheng Zhang, 1999. "Toward a Theory of Marginally Efficient Markets," Papers cond-mat/9901243, arXiv.org.
  82. Beja, Avraham & Goldman, M Barry, 1980. " On the Dynamic Behavior of Prices in Disequilibrium," Journal of Finance, American Finance Association, American Finance Association, vol. 35(2), pages 235-48, May.
  83. Kaizoji, Taisei, 2000. "Speculative bubbles and crashes in stock markets: an interacting-agent model of speculative activity," Physica A: Statistical Mechanics and its Applications, Elsevier, Elsevier, vol. 287(3), pages 493-506.
  84. Kullmann, L. & Kertész, J., 2001. "Preferential growth: solution and application to modeling stock market," Physica A: Statistical Mechanics and its Applications, Elsevier, Elsevier, vol. 299(1), pages 121-126.
  85. D. Sornette & W. -X. Zhou, 2002. "The US 2000-2002 Market Descent: How Much Longer and Deeper?," Papers cond-mat/0209065, arXiv.org.
  86. Basci, Erdem, 1999. "Learning by imitation," Journal of Economic Dynamics and Control, Elsevier, Elsevier, vol. 23(9-10), pages 1569-1585, September.
  87. Donangelo, Raul & Hansen, Alex & Sneppen, Kim & Souza, Sergio R., 2000. "Modelling an imperfect market," Physica A: Statistical Mechanics and its Applications, Elsevier, Elsevier, vol. 283(3), pages 469-478.
  88. Benoit Mandelbrot, 1963. "The Variation of Certain Speculative Prices," The Journal of Business, University of Chicago Press, vol. 36, pages 394.
  89. Goldenberg, J & Libai, B & Solomon, S & Jan, N & Stauffer, D, 2000. "Marketing percolation," Physica A: Statistical Mechanics and its Applications, Elsevier, Elsevier, vol. 284(1), pages 335-347.
  90. Silver, Jonathan & Slud, Eric & Takamoto, Keiji, 2002. "Statistical Equilibrium Wealth Distributions in an Exchange Economy with Stochastic Preferences," Journal of Economic Theory, Elsevier, Elsevier, vol. 106(2), pages 417-435, October.
  91. de Fontnouvelle, Patrick, 2000. "Information Dynamics In Financial Markets," Macroeconomic Dynamics, Cambridge University Press, Cambridge University Press, vol. 4(02), pages 139-169, June.
  92. Pagan, Adrian, 1996. "The econometrics of financial markets," Journal of Empirical Finance, Elsevier, Elsevier, vol. 3(1), pages 15-102, May.
  93. Lux, Thomas, 1995. "Herd Behaviour, Bubbles and Crashes," Economic Journal, Royal Economic Society, Royal Economic Society, vol. 105(431), pages 881-96, July.
  94. Castiglione, Filippo & Stauffer, Dietrich, 2001. "Multi-scaling in the Cont–Bouchaud microscopic stock market model," Physica A: Statistical Mechanics and its Applications, Elsevier, Elsevier, vol. 300(3), pages 531-538.
  95. Jean-Philippe Bouchaud & Marc Mezard, 2000. "Wealth condensation in a simple model of economy," Science & Finance (CFM) working paper archive 500026, Science & Finance, Capital Fund Management.
  96. Brown, Paul M., 1996. "Experimental evidence on money as a medium of exchange," Journal of Economic Dynamics and Control, Elsevier, Elsevier, vol. 20(4), pages 583-600, April.
  97. Brennan, Michael J & Schwartz, Eduardo S, 1989. "Portfolio Insurance and Financial Market Equilibrium," The Journal of Business, University of Chicago Press, vol. 62(4), pages 455-72, October.
  98. Kirman, Alan, 1993. "Ants, Rationality, and Recruitment," The Quarterly Journal of Economics, MIT Press, MIT Press, vol. 108(1), pages 137-56, February.
  99. Lux, Thomas, 1998. "The socio-economic dynamics of speculative markets: interacting agents, chaos, and the fat tails of return distributions," Journal of Economic Behavior & Organization, Elsevier, Elsevier, vol. 33(2), pages 143-165, January.
  100. Adrian Dragulescu & Victor M. Yakovenko, 2000. "Statistical mechanics of money," Papers cond-mat/0001432, arXiv.org, revised Aug 2000.
  101. Ofer Biham & Zhi-Feng Huang & Ofer Malcai & Sorin Solomon, 2002. "Long-Time Fluctuations in a Dynamical Model of Stock Market Indices," Papers cond-mat/0208464, arXiv.org.
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