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Asymmetric and symmetric meta-correlations in financial markets |
Xiaohui Li(李晓辉), Xiangying Shen(沈翔瀛), Jiping Huang(黄吉平) |
Department of Physics and State Key Laboratory of Surface Physics, Fudan University, Shanghai 200433, China |
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Abstract In financial markets, the relation between fluctuations of stock prices and trading behaviors is complex. It is intriguing to quantify this kind of meta-correlation between market fluctuations and the synchronous behaviors. We refine the theoretical index leverage model proposed by Reigneron et al., to exactly quantify the meta-correlation under various levels of price fluctuations [Reigneron P A, Allez R and Bouchaud J P 2011 Physica A 390 3026]. The characteristics of meta-correlations in times of market losses, are found to be significantly different in Chinese and American financial markets. In addition, unlike the asymmetric results at the daily scale, the correlation behaviors are found to be symmetric at the high-frequency scale.
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Received: 14 March 2016
Revised: 24 May 2016
Accepted manuscript online:
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PACS:
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89.65.Gh
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(Economics; econophysics, financial markets, business and management)
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89.75.Da
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(Systems obeying scaling laws)
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89.75.-k
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(Complex systems)
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Fund: Project supported by the National Natural Science Foundation of China (Grant No. 11222544), the Fok Ying Tung Education Foundation (Grant No. 131008), and the Program for New Century Excellent Talents in University, China (Grant No. NCET-12-0121). |
Corresponding Authors:
Jiping Huang
E-mail: jphuang@fudan.edu.cn
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Cite this article:
Xiaohui Li(李晓辉), Xiangying Shen(沈翔瀛), Jiping Huang(黄吉平) Asymmetric and symmetric meta-correlations in financial markets 2016 Chin. Phys. B 25 108903
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[1] |
Preis T, Moat H S and Stanley H E 2013 Sci. Rep. 3 1684
|
[2] |
Kwapien J and Drozdz S 2012 Phys. Rep. 515 115
|
[3] |
Hu J P and Zheng W X 2014 Phys. Lett. A 378 1787
|
[4] |
Li L X, Peng H P, Kurths J, Yang Y X and Schellnhuber H J 2014 Proc. Natl. Acad. Sci. USA 111 8392
|
[5] |
Svensek D, Pleiner H and Brand H R 2013 Phys. Rev. Lett. 111 228101
|
[6] |
Karaboga D and Akay B 2009 Artif. Intell. Rev. 31 61
|
[7] |
Arganda S, Perez-Escudero A and de Polavieja G G 2012 Proc. Natl. Acad. Sci. USA 109 20508
|
[8] |
Modlmeier A P, Keiser C N, Shearer T A and Pruitt J N 2014 Behav. Ecol. Sociobiol. 68 1929
|
[9] |
Moroz A 2010 Phys. Lett. A 374 19
|
[10] |
Lillo F and Mantegna R N 2003 Phys. Rev. E 68 016119
|
[11] |
Huang J P 2015 Phys. Rep. 564 1
|
[12] |
Liang Y and Huang J P 2014 Chin. Phys. B 23 078902
|
[13] |
Yang G, Zhu C G, An K N and Huang J P 2015 Phys. Lett. A 379 1857
|
[14] |
Duan W Q 2012 Chin. Phys. Lett. 29 038903
|
[15] |
Yan Y, Liu M X, Zhu X W and Chen X S 2012 Chin. Phys. Lett. 29 028901
|
[16] |
Zheng B, Jiang X F and Ni P Y 2014 Chin. Phys. B 23 078903
|
[17] |
Wu G H, Qiu L, Stephen M, Li X L, Yang Y, Yang H J and Jiang Y 2014 Chin. Phys. B 23 128901
|
[18] |
Preis T, Kenett D Y, Stanley H E, Helbing D and Jacob E B 2012 Sci. Rep. 2 752
|
[19] |
Kenett D Y, Preis T, Gershgoren G G and Jacob E B 2012 Europhys. Lett. 99 38001
|
[20] |
Kenett D Y, Ben-Jacob E, Stanley H E and Gur-Gershgoren G 2013 Sci. Rep. 3 2110
|
[21] |
Reigneron P A, Allez R and Bouchaud J P 2011 Physica A 390 3026
|
[22] |
Wei J R and Huang J P 2012 PLoS One 7 e51666
|
[23] |
Tan L, Zheng B, Chen J J and Jiang X F 2015 PLoS One 10 e0118399
|
[24] |
Fiedor P 2014 Physica A 413 180
|
[25] |
Uechi L, Akutsu T, Stanley H E, Marcus A J and Kenett D Y 2015 Physica A 421 488
|
[26] |
Zheng B, Jiang X F and Ni P Y 2014 Chin. Phys. B 23 078903
|
[27] |
Zhu S Z, Li X L, Nie S, Zhang W Q, Yu G F, Han X P and Wang B H 2015 Chin. Phys. B 24 058903
|
[28] |
Botta F, Moat H S, Stanley H E and Preis T 2015 PLoS One 10 e0135600
|
[29] |
Jiang X F, Chen T T and Zheng B 2013 Physica A 392 5369
|
[30] |
Chen J J, Zheng B and Tan L 2013 PLoS One 8 e79531
|
[31] |
Borysov S S and Balatsky A V 2014 PLoS One 9 e105874
|
[32] |
Cizeau P, Potters M and Bouchaud J P 2001 Quant. Financ. 1 217
|
[33] |
Laloux L, Cizeau P, Bouchaud J P and Potters M 1999 Phys. Rev. Lett. 83 1467
|
[34] |
http://www.wind.com.cn
|
[35] |
Bunde A, Havlin S, Kantelhardt J W, Penzel T, Peter J H and Voigt K 2000 Phys. Rev. Lett. 85 3736
|
[36] |
Xu L, Ivanov P C, Hu K, Chen Z, Carbone A and Stanley H E 2005 Phys. Rev. E 71 051101
|
[37] |
Bashan A, Bartsch R, Kantelhardt J W and Havlin S 2008 Physica A 387 5080
|
[38] |
Zhang A H, Li X W, Su G F and Zhang Y 2015 Chin. Phys. Lett. 32 090501
|
[39] |
Greene W H 2002 Econometric Analysis (New Jersey: Prentice Hall)
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