Abstract
Prices of commodities or assets produce what is called time-series. Different kinds of financial time-series have been recorded and studied for decades. Nowadays, all transactions on a financial market are recorded, leading to a huge amount of data available, either for free in the Internet or commercially. Financial time-series analysis is of great interest to practitioners as well as to theoreticians, for making inferences and predictions. Furthermore, the stochastic uncertainties inherent in financial time-series and the theory needed to deal with them make the subject especially interesting not only to economists, but also to statisticians and physicists [1]. While it would be a formidable task to make an exhaustive review on the topic, with this review we try to give a flavor of some of its aspects.
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References
R.S. Tsay, Analysis of Financial Time Series, John Wiley, New York (2002). Econophysics and Sociophysics: Trends and Perspectives, B.K. Chakrabarti, A. Chakraborti, A. Chatterjee (Eds.), Wiley-VCH, Berlin (2006).
L. Bachelier, Théorie de la spéculation. Annales Scienti.ques de l’Ecole Normale Supérieure, Suppl. 3, No. 1017, 21–86 (1900). English translation by A. J. Boness in: P. Cootner (Ed.), The Random Character of Stock Market Prices, Page 17, MIT, Cambridge, MA, (1967).
J.-P. Bouchaud, CHAOS 15, 026104 (2005).
B.B. Mandelbrot, J. Business 36, 394 (1963).
E. Fama, J. Business 38, 34 (1965).
R. Cont, Quant. Fin. 1, 223 (2001).
P. Gopikrishnan, M. Meyer, L.A.N. Amaral, H.E. Stanley, Eur. Phys. J. B 3, 139 (1998).
R. Cont, M. Potters, J.-P. Bouchaud, in: B. Dubrulle, F. Graner and D. Sornette (Eds.), Scale Invariance and Beyond (Proc. CNRS Workshop on Scale Invariance, Les Houches, 1997), Springer, Berlin (1997).
Y. Liu, P. Cizeau, M. Meyer, C.-K. Peng, H.E. Stanley, Physica A 245, 437 (1997); arxiv:cond-mat/9706021.
P. Cizeau, Y. Liu, M. Meyer, C.-K. Peng, H.E. Stanley, Physica A 245, 441 (1997).
E.F. Fama, K.R. French, J. Fin. Economics 22, 3 (1988).
R.N. Mantegna, H.E. Stanley, An Introduction to Econophysics, Cambridge University Press, New York (2000).
N. Vandewalle, M. Ausloos, Physica A 246, 454 (1997). C.-K. Peng, S.V. Buldyrev, S. Havlin, M. Simons, H.E. Stanley, A.L. Goldberger, Phys. Rev. E 49, 1685 (1994). Y. Liu, P. Gopikrishnan, P. Cizeau, M. Meyer, C.-K.. Peng, H.E. Stanley, Phys. Rev. E 60, 1390 (1999). M. Beben, A. Orlowski, Eur. Phys. J. B 20, 527 (2001). A. Sarkar, P. Barat, Physica A 364, 362 (2006); arxiv:physics/0504038. P. Norouzzadeh, B. Rahmani, Physica A 367, 328 (2006); D. Wilcox, T. Gebbie, arxiv:cond-mat/0404416.
See K. Kaneko (Ed.), Theory and Applications of Coupled Map Lattices, Wiley, New York (1993), and in particular the contribution of R. Kapral.
K. Kaneko, Physica D 34, 1 (1989).
A. Chakraborti, M.S. Santhanam, Int. J. Mod. Phys. C 16, 1733 (2005).
R.F. Engle, Econometrica 50, 987 (1982).
T. Bollerslev, J. Econometrics 31, 307 (1986).
P. Gopikrishnan, B. Rosenow, V. Plerou, H.E. Stanley, Phys. Rev. E 64, 035106 (2001).
A.M. Sengupta, P.P. Mitra, Phys. Rev. E 60, 3389 (1999).
V. Plerou, P. Gopikrishnan, B. Rosenow, L.A.N. Amaral, T. Guhr, H.E. Stanley, Phys. Rev. E 65, 066126 (2002).
L. Laloux, P. Cizeau, J.-P. Bouchaud, M. Potters, Phys. Rev. Lett. 83, 1467 (1999); arxiv:cond-mat/9810255.
V. Plerou, P. Gopikrishnan, B. Rosenow, L.A.N. Amaral, H.E. Stanley, Phys. Rev. Lett. 83, 1471 (1999); arxiv:cond-mat/9902283. V. Plerou, P. Gopikrishnan, B. Rosenow, L.A.N. Amaral, T. Guhr, H.E. Stanley, Phys. Rev. E 65, 066126 (2002); arxiv:cond-mat/0108023.
S. M. Pincus, Proc. Nati. Acad. Sci. USA 88, 2297 (1991).
S. Pincus, R.E. Kalman, Proc. Nati. Acad. Sci. USA 101, 13709 (2004).
S. Pincus, B.H. Singer, Proc. Nati. Acad. Sci. USA 93, 2083 (1996).
G. Oh, S. Kim, C. Eom, Market efficiency in foreign exchange markets, Physica A, in press.
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Chakraborti, A., Patriarca, M., Santhanam, M.S. (2007). Financial Time-series Analysis: a Brief Overview. In: Chatterjee, A., Chakrabarti, B.K. (eds) Econophysics of Markets and Business Networks. New Economic Windows. Springer, Milano. https://doi.org/10.1007/978-88-470-0665-2_4
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DOI: https://doi.org/10.1007/978-88-470-0665-2_4
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