- Access by Xinjiang University
Reverse resonance in stock prices of financial system with periodic information
Phys. Rev. E 88, 012811 – Published 15 July, 2013
DOI: https://doi.org/10.1103/PhysRevE.88.012811
Abstract
We investigate the stochastic resonance of the stock prices in a finance system with the Heston model. The extrinsic and intrinsic periodic information are introduced into the stochastic differential equations of the Heston model for stock price by focusing on the signal power amplification (SPA). We find that for both cases of extrinsic and intrinsic periodic information a phenomenon of reverse resonance emerges in the behaviors of SPA as a function of the system and external driving parameters. Moreover, in both cases, a phenomenon of double reverse resonance is observed in the behavior of SPA versus the amplitude of volatility fluctuations, by increasing the cross correlation between the noise sources in the Heston model.
Article Text
References (68)
- P. W. Anderson, K. J. Arrow, D. Pines, The Economy as An Evolving Complex System, (Addison-Wesley, Boston, 1988); The Economy as An Evolving Complex System II (Addison-Wesley, Boston, 1997).
- R. N. Mantegna and H. E. Stanley, An Introduction to Econophysics: Correlations and Complexity in Finance (Cambridge University Press, Cambridge, 2000).
- J. C. Hull, Options, Futures, Other Derivatives (Prentice-Hall, New Jersey, 1997).
- P. Wilmott, Derivatives (Wiley, New York, 1998).
- J. P. Bouchaud and M. Potters, Theory of Financial Risks (Cambridge University Press, Cambridge, 2000).
- M. M. Dacorogna, R. Gencay, U. A. Müller, R. B. Olsen, and O. V. Pictet, An Introduction to High-Frequency Finance (Academic Press, New York, 2001).
- B. E. Baaquie, J. Phys. I France 7, 1733 (1997).
- R. F. Engle, Econometrica 50, 987 (1982).
- T. Bollerslev, J. Econometrics 31, 307 (1986).
- S. L. Heston, Rev. Financ. Stud. 6, 327 (1993).
- J. P. Bouchaud and R. Cont, Eur. Phys. J. B 6, 543 (1998).
- G. Bonanno, D. Valenti, and B. Spagnolo, Eur. Phys. J. B 53, 405 (2006).
- G. Bonanno, D. Valenti, and B. Spagnolo, Phys. Rev. E 75, 016106 (2007).
- D. Valenti, B. Spagnolo, and G. Bonanno, Physica A 382, 311 (2007).
- B. Spagnolo and D. Valenti, Int. J. Bif. Chaos 18, 2775 (2008).
- J. Masoliver and J. Perelló, Phys. Rev. E 78, 056104 (2008).
- J. Masoliver and J. Perelló, Phys. Rev. E 80, 016108 (2009).
- J. C. Li and D. C. Mei, Physica A 392, 763 (2013).
- J. C. Li and D. C. Mei, Phys. Lett. A 377, 663 (2013).
- A. A. Drăgulescu and V. M. Yakovenko, Quant. Finance 2, 443 (2002).
- A. C. Silva and V. M. Yakovenko, Physica A 324, 303 (2003).
- A. C. Silva, R. E. Prange, and V. M. Yakovenko, Physica A 344, 227 (2004).
- R. Remer and R. Mahnke, Physica A 344, 236 (2004).
- R. Vicente et al., Physica A 361, 272 (2006).
- P. Agarwal and M. O’Hara, Information Risk and Capital Structure (2007), http://papers.ssrn.com/sol3/papers.cfm?abstract_id=939663.
- L. Huang and H. Liu, J. Finance 62, 1999 (2007).
- D. Dobija and K. M. Klimczak, Int. J. Account. 45, 356 (2010).
- R. Barras, J. Property Res. 11, 183 (1994).
- A. T.-K. Ho, Int. J. Publ. Admin. 31, 101 (2008).
- A. Crockett, Marrying the Micro-and Macro-Prudential Dimensions of Financial Stability (2000), https://www.bis.org/review/rr000921b.pdf.
- X. Li, Y. Y. Jin, and G. R. Chen, Physica A 328, 287 (2003).
- L. Mitchell and G. J. Ackland, Eur. Phys. J. B 70, 567 (2009).
- N. J. Moura, Jr., and M. B. Ribeiro, Eur. Phys. J. B 67, 101 (2009).
- H. Iyetomi, Y. Nakayama, H. Aoyama, Y. Fujiwara, Y. Ikeda, and W. Souma, Phys. Rev. E 83, 016103 (2011).
- R. Benzi, A. Sutera, and A. Vulpiani, J. Phys. A 14, 453 (1981).
- R. Benzi, G. Parisi, A. Sutera, and A. Vulpiani, Tellus 34, 10 (1982).
- R. Benzi, G. Parisi, A. Sutera, and A. Vulpiani, SIAM Soc. Ind. Appl. Math. J. Appl. Math. 43, 565 (1983).
- D. C. Mei, L. C. Du, and C. J. Wang, J. Stat. Phys. 137, 625 (2009).
- L. C. Du and D. C. Mei, Eur. Phys. J. B 85, 1 (2012).
- Z. L. Jia and D. C. Mei, Mod. Phys. Lett. B 25, 1377 (2011).
- Y. Jia, S. N. Yu, and J. R. Li, Phys. Rev. E 62, 1869 (2000); Y. Jia, X. P. Zheng, X. M. Hu, and J. R. Li, ibid. 63, 031107 (2001).
- V. Berdichevsky and M. Gitterman, Phys. Rev. E 60, 1494 (1999).
- H. Calisto, F. Mora, and E. Tirapegui, Phys. Rev. E 74, 022102 (2006).
- L. Cao and D. J. Wu, Europhys. Lett. 61, 593 (2003).
- J. K. Douglas et al., Nature (London) 365, 337 (1993); J. J. Collins et al., ibid. 376, 236 (1995); S. M. Bezrukov and I. Vodyanoy, ibid. 378, 362 (1995).
- A. Guderian, G. Dechert, K. Zeyer, and F. Schneider, J. Phys. Chem. 100, 4437 (1996); A. Förster, M. Merget, and F. Schneider, ibid. 100, 4442 (1996); W. Hohmann, J. Muller, and F. W. Schneider, ibid. 100, 5388 (1996).
- B. Spagnolo, D. Valenti, and A. Fiasconaro, Math. Biosci. Eng. 1, 185 (2004).
- D. Valenti, A. Fiasconaro, and B. Spagnolo, Physica A 331, 477 (2004).
- R. N. Mantegna and B. Spagnolo, Phys. Rev. E 49, 1792 (1994).
- R. N. Mantegna and B. Spagnolo, Nuovo Cimento D 17, 873 (1995).
- E. Lanzara, R. N. Mantegna, B. Spagnolo, and R. Zangara, Am. J. Phys. 65, 341 (1997).
- L. Gammaitoni, P. Hänggi, P. Jung, and F. Marchesoni, Rev. Mod. Phys. 70, 223 (1998).
- A. Krawiecki and J. A. Hołyst, Physica A 317, 597 (2003).
- P. Babinec, Chaos, Solitons and Fractals 13, 1767 (2002).
- J. H. Li and Y. X. Han, Commun. Theor. Phys. 48, 605 (2007).
- J. H. Li, Physica A 389, 7 (2010).
- L. C. Du and D. C. Mei, Physica A 390, 3262 (2011).
- L. C. Du and D. C. Mei, Phys. Scr. 84, 015003 (2011).
- P. Jung and P. Hänggi, Europhys. Lett. 8, 505 (1989).
- P. Jung and P. Hänggi, Phys. Rev. A 44, 8032 (1991).
- J. Cox, J. Ingersoll, and S. Ross, Econometrica 53, 385 (1985); P. Chalasani and S. Jha, Steven Shreve: Stochastic Calculus and Finance, http://blog.yg.pe.kr/attachment/ek3.pdf.
- C. M. Kim et al., Phys. Lett. A 320, 39 (2003).
- P. Gopikrishnan, M. Meyer, L. A. N. Amaral, and H. E. Stanley, Eur. Phys. J. B 3, 139 (1998).
- F. Lillo and R. N. Mantegna, Phys. Rev. E 62, 6126 (2000).
- G. Daniel, D. S. Brée, and N. L. Joseph, http://arxiv.org/pdf/cs/0305055v1.pdf.
- G. Daniel et al., Quant. Finance 5, 199 (2005).
- F. Long, W. Guo, and D. C. Mei, Physica A 391, 5305 (2012).
- P. Cizeau, Y. Liu, M. Meyer, C.-K. Peng, and H. E. Stanley, Physica A 245, 441 (1997); Y. Liu, P. Gopikrishnan, P. Cizeau, M. Meyer, C.-K. Peng, and H. E. Stanley, Phys. Rev. E 60, 1390 (1999); M. Raberto, E. Scalas, G. Cuniberti, and M. Riani, Physica A 269, 148 (1999); M. Pasquini and M. Serva, Eur. Phys. J. B 16, 195 (2000).