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Linkages between global crude oil market volatility and financial market by complexity synchronization

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Listed:
  • Yani Xing

    (Beijing Jiaotong University)

  • Jun Wang

    (Beijing Jiaotong University)

Abstract

In this paper, we investigate the linkages between global crude oil market volatilities and financial markets and the degree of synchrony of crude oil markets and stock markets. A nonlinear cross-analysis of bivariate data method called CRP is applied to study the probability distribution of occurrence of similar states and the time span of occurrence of synchronization dynamics for crude oil return series and stock return series. Further, a new composite multiscale complexity invariance distance is introduced to measure the similarity of complexity between crude oil markets and stock markets. The results of this study show that there is a synchronization in the crude oil markets and stock markets, and those two systems have similar complexity from composite multiscale perspective.

Suggested Citation

  • Yani Xing & Jun Wang, 2020. "Linkages between global crude oil market volatility and financial market by complexity synchronization," Empirical Economics, Springer, vol. 59(5), pages 2405-2421, November.
    • Handle: RePEc:spr:empeco:v:59:y:2020:i:5:d:10.1007_s00181-019-01762-w
    DOI: 10.1007/s00181-019-01762-w
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    References listed on IDEAS

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    1. Wen Fang & Jun Wang, 2012. "Statistical Properties And Multifractal Behaviors Of Market Returns By Ising Dynamic Systems," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 23(03), pages 1-14.
    2. Zhang, Yue-Jun & Fan, Ying & Tsai, Hsien-Tang & Wei, Yi-Ming, 2008. "Spillover effect of US dollar exchange rate on oil prices," Journal of Policy Modeling, Elsevier, vol. 30(6), pages 973-991.
    3. Michael Polemis, 2012. "Competition and price asymmetries in the Greek oil sector: an empirical analysis on gasoline market," Empirical Economics, Springer, vol. 43(2), pages 789-817, October.
    4. Mork, Knut Anton, 1989. "Oil and Macroeconomy When Prices Go Up and Down: An Extension of Hamilton's Results," Journal of Political Economy, University of Chicago Press, vol. 97(3), pages 740-744, June.
    5. Shu-Yi Liao & Sheng-Tung Chen & Mao-Lung Huang, 2016. "Will the oil price change damage the stock market in a bull market? A re-examination of their conditional relationships," Empirical Economics, Springer, vol. 50(3), pages 1135-1169, May.
    6. Rui F. Teixeira & Mara Madaleno & Elisabete S. Vieira, 2017. "Oil price effects over individual Portuguese stock returns," Empirical Economics, Springer, vol. 53(3), pages 891-926, November.
    7. Hamilton, James D, 1983. "Oil and the Macroeconomy since World War II," Journal of Political Economy, University of Chicago Press, vol. 91(2), pages 228-248, April.
    8. Yao Yu & Jun Wang, 2012. "Lattice-oriented percolation system applied to volatility behavior of stock market," Journal of Applied Statistics, Taylor & Francis Journals, vol. 39(4), pages 785-797, August.
    9. Aloui, Chaker & Jammazi, Rania, 2009. "The effects of crude oil shocks on stock market shifts behaviour: A regime switching approach," Energy Economics, Elsevier, vol. 31(5), pages 789-799, September.
    10. Rafiq, Shuddhasawtta & Salim, Ruhul & Bloch, Harry, 2009. "Impact of crude oil price volatility on economic activities: An empirical investigation in the Thai economy," Resources Policy, Elsevier, vol. 34(3), pages 121-132, September.
    11. Wang, Jie & Wang, Jun, 2016. "Forecasting energy market indices with recurrent neural networks: Case study of crude oil price fluctuations," Energy, Elsevier, vol. 102(C), pages 365-374.
    12. Rebeca Jiménez-Rodríguez, 2015. "Oil price shocks and stock markets: testing for non-linearity," Empirical Economics, Springer, vol. 48(3), pages 1079-1102, May.
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