Abstract
We discuss recent empirical results obtained by analyzing high-frequency data of a stock market index, the Standard and Poor’s 500. We focus on the scaling properties and on its breakdown of the index dynamics. A simple stochastic model, the truncated Lévy flight, is illustrated. Successes and limitations of this model are presented. A discussion about similarities and differences between the scaling properties observed in financial markets and in fully developed turbulence is also provided.
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References
V. Pareto,Cours d’Economie Politique (Lausanne and Paris, 1897).
L. J. B. Bachelier,Théorie de la Speculation (Gauthier-Villars, Paris, 1900).
B. B. Mandelbrot,J. Business 36:394 (1963); 39–242 (1966); 40:393 (1967).
E. F. Fama,J. Business 38:34 (1965).
P. H. Cootner (ed.),The Random Character of Stock Market Prices (MIT Press, Cambridge, MA, 1964).
P. K. Clark,Econometrica 41:135 (1973).
R. F. Engle,Econometrica 50:987 (1982).
T. Bollerslev, R. Y. Chou, and K. F. Kroner,J. Econometrics 52:5 (1992).
P. Bak, K. Chen, J. A. Scheinkman, and M. Woodford,Ricerche Economiche 47:3 (1993).
R. N. Mantegna,Physica A 179:232 (1991).
W. Li,International Journal of Bifurcation and Chaos 1:583 (1991).
H. Takayasu, H. Miura, T. Hirabayashi, and K. Hamada,Physica A 184:127 (1992).
J.-P. Bouchaud and D. Sornette,J. Phys. I France 4:863 (1994).
R. N. Mantegna and H. E. Stanley,Nature 376:46 (1995).
P. W. Anderson, K. J. Arrow, and D. Pines,The Economy as an Evolving Complex System (Addison-Wesley, Redwood City, 1988).
J. A. Scheinkman and B. J. LeBaron,J. Business 62:327 (1989).
W. A. Brock, D. A. Hsieh, and B. J. LeBaron,Nonlinear Dynamics, Chaos, and Instability: Statistical Theory and Economic Inference (MIT Press, Cambridge, MA, 1991).
W. Feller,An Introduction to Probability Theory and Its Applications (Wiley, New York, 1971).
B. V. Gnedenko and A. Kolmogorov,Limit Distribution for Sums of Independent Random Variables (Addison-Wesley, Cambridge, MA, 1954).
B. B. Mandelbrot,The Fractal Geometry of Nature (Freeman, San Francisco, 1983).
M. F. Shlesinger, G. M. Zaslavsky, and J. Klafter,Nature 363:31 (1993), and references therein.
P. Lévy, Théorie de l’Addition des Variables Aléatoires (Gauthier-Villars, Paris, 1937).
W. W. Brock and A. W. Kleidon,Journal of Economic Dynamics and Control 16:451 (1990).
R. N. Mantegna and H. E. Stanley, inProceedings of the International Summer School of Physics “E. Fermi,” The Physics of Complex Systems, edited by F. Mallamace and H. E. Stanley (IOS Press, Amsterdam, 1997).
A. L. Tucker,J. Bus. Econ. Stat. 10:73 (1992); and references therein.
R. N. Mantegna and H. E. Stanley,Phys. Rev. Lett. 73:2946 (1994); R. N. Mantegna and H. E. Stanley, inLévy Flights and Related Topics in Physics, edited by M. F. Shlesinger, G. M. Zaslavsky, and U. Frisch (Springer, Berlin, 1995), p. 300.
M. F. Shlesinger,Phys. Rev. Lett. 74:4959 (1995).
I. Koponen,Phys. Rev. E52:1197 (1995).
R. N. Mantegna,Phys. Rev. E49:4677 (1994).
G. Samorodnitsky and M. S. Taqqu,Stable Non-Gaussian Random Processes: Stochastic-Models with Infinite Variance (Chapman and Hall, NY, 1994).
R. N. Mantegna and H. E. Stanley,Nature 383:587 (1996);Physica 239:225 (1997).
G. W. Schwert,The Journal of Finance XLIV:1115 (1989).
U. Frisch,Turbulence (Cambridge Univ. Press, Cambridge, UK, 1995).
S. Ghashghaie, W. Breymann, J. Peinke, P. Talkner, and Y. Dodge,Nature 381:767 (1996).
A. Arneodoet al., COND-MAT 9607120.
P. Kailasnath, K. R. Sreenivasan, and G. Stolovitzky,Phys. Rev. Lett. 68:2766 (1992).
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Mantegna, R.N., Stanley, H.E. Econophysics: Scaling and its breakdown in finance. J Stat Phys 89, 469–479 (1997). https://doi.org/10.1007/BF02770777
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DOI: https://doi.org/10.1007/BF02770777