Study of the correlation between oil price and exchange rate under the new state of the economy

Document Type : Article

Authors

School of Science, Wuhan University of Technology, Wuhan 430070, P. R. China

Abstract

Aiming at the problem of small sample modelling of oil price and exchange rate with time-delayed causality, a grey multivariate time lag model and its solution are proposed against the new economic background of economic development, structural optimization and power conversion. Considering the difficulty of solving q-order differential equations analytically, we obtain a numerical solution. On the basis of this solution, the validity of the model is proved. The numerical results show that the model can describe and predict the operating rules of oil price and exchange rate economic systems with time delay, and it is concluded that the development of oil price and exchange rate is not coordinated under the new state of the economy.  The relationship of oil prices and the exchange rate has changed in this state, oil prices have a positive effect on the rise of the exchange rate.

Keywords

Main Subjects


Refrences:
1.Amano, R.A. and Norden, S.V. Oil prices and the rise and fall of the US real exchange rate", Journal of International Money & Finance, 17, pp. 299-316 (1998).
2. Akram, Q.F. Oil prices and exchange rates: Norwegian evidence", The Econometrics Journal, 7, pp. 476- 504 (2004).
3. Huang, Y. and Guo, F. The role of oil price shocks on China's real exchange rate", China Economic Review, 18, pp. 403-416 (2007).
4. Babatunde, M.A. Oil price shocks and exchange rate in Nigeria", International Journal of Energy Sector Management, 9, pp. 2-19 (2015). 5. Sadorsky, P. The empirical relationship between energy futures prices and exchange rates", Energy Economics, 22, pp. 253-266 (2000). 6. Youse_, A. and Wirjanto, T.S. The empirical role of the exchange rate on the crude-oil price formation", Energy Economics, 26, pp. 783-799 (2004). 7. Nakajima, T. and Hamori, S. Causality-in-mean and causality-in-variance among electricity prices, crude oil prices, and yen-US dollar exchange rates in Japan", Research in International Business & Finance, 26, pp. 371-386 (2012). 8. Beckmann, J. and Czudaj, R. Is there a homogeneous causality pattern between oil prices and currencies of oil importers and exporters", Energy Economics, 40, pp. 665-678 (2013). 9. Reboredo, J.C. Modelling oil price and exchange rate co-movements", Journal of Policy Modeling, 34, pp. 419-440 (2012). 10. Aloui, R., A_ssa, M.S.B. and Nguyen, D.K. Conditional dependence structure between oil prices and exchange rates: A copula-GARCH approach", Journal 2482 S. Mao et al./Scientia Iranica, Transactions E: Industrial Engineering 26 (2019) 2472{2483 of International Money & Finance, 32, pp. 719-738 (2013). 11. Bal, D.P. and Rath, B.N. Nonlinear causality between crude oil price and exchange rate: A comparative study of China and India", Energy Economics, 51, pp. 149- 156 (2015). 12. Brayek, A.B., Sebai, S., and Naoui, K. A study of the interactive relationship between oil price and exchange rate: A copula approach and a DCC-MGARCH model", Journal of Economic Asymmetries, 12, pp. 173-189 (2015). 13. Krichene, N. A simultaneous equations model for world crude oil and natural gas markets", Social Science Electronic Publishing, 5, pp. 32-53 (2005). 14. Zalduendo, J. Determinants of Venezuela's equilibrium real exchange rate", IMF Working Papers, 6, pp. 74-96 (2006). 15. Ghosh, S. Examining crude oil price-exchange rate nexus for India during the period of extreme oil price volatility", Applied Energy, 88, pp. 1886-1889 (2011). 16. Basher, S.A., Haug, A.A., and Sadorsky, P. Oil prices, exchange rates and emerging stock markets", Energy Economics, 34, pp. 227-240 (2012). 17. Shahbaz, M., Tiwari, A.K., and Tahir, M.I. Analyzing time-frequency relationship between oil price and exchange rate in Pakistan through wavelets", Journal of Applied Statistics, 42, pp. 690-704 (2015). 18. Reboredo, J.C. and Rivera-Castro, M.A. A wavelet decomposition approach to crude oil price and exchange rate dependence", Economic Modelling, 32, pp. 42-57 (2013). 19. Yang, L., Cai, X.J., and Hamori, S. Does the crude oil price inuence the exchange rates of oil-importing and oil-exporting countries di_erently? A wavelet coherence analysis", International Review of Economics and Finance, 49, pp. 536-547 (2017). 20. Reboredo, J.C., Rivera-Castro, M.A., and Zebende, G.F. Oil and US dollar exchange rate dependence: a detrended cross-correlation approach", Energy Economics, 42, pp. 132-139 (2014). 21. Jiang, J.Q. and Gu, R.B. Asymmetrical long-run dependence between oil price and US dollar exchange rate-Based on structural oil shocks", Physica A Statistical Mechanics & Its Applications, 456, pp. 75-89 (2016). 22. Li, J.F., Lu, X.S., and Zhou, Y. Cross-correlations between crude oil and exchange markets for selected oil rich economies", Physica A, 453, pp. 131-143 (2016). 23. Mensah, L., Obi, P., and Bokpin, G. Cointegration test of oil price and US dollar exchange rates for some oil-dependent economies", Research in International Business and Finance, 42, pp. 304-311 (2017). 24. Tiwari, A.K. and Albulescu, C.T. Oil price and exchange rate in India: fresh evidence from continuous wavelet approach and asymmetric, multi-horizon Granger-causality tests", Applied Energy, 179, pp. 272-283 (2016). 25. Jammazi, R., Lahiani, A., and Nguyen, D.K. A wavelet-based nonlinear ARDL model for assessing the exchange rate pass-through to crude oil prices", Journal of International Financial Markets Institutions & Money, 34, pp. 173-187 (2015). 26. Liu, Y.C. and Yan, Y. China's macroeconomic analysis and forecasting into the New Normal State" in China from 2014 to 2015, Journal of Economic Theory and Economics, pp. 5-33 (2015). 27. Deng, J.L., Grey Theory Foundation, Huazhong University of Science and Technology Press (2002). 28. Liu, S.F., Zeng, B., and Liu, J. Four basic models of GM(1,1) and their suitable sequences", Grey Systems, 5, pp. 141-156 (2015). 29. Xiao, X.P., Song, Z.M., and Li, F., Grey Technology Foundation and Its Application, Science Press (2005). 30. Xiao, X.P. and Mao, S.H., The Method of Grey Prediction and Decision, Science Press, Beijing (2013). 31. Xiao, X.P., Guo, H., and Mao, S.H. The modeling mechanism, extension and optimization of grey GM(1,1) model", Appl. Math. Model., 38, pp. 1896- 1910 (2014). 32. Tien, T.L. The indirect measurement of tensile strength of material by the grey prediction model GMC(1, n)", Measurement Science & Technology, 16, p. 1322 (2005). 33. Qiu, W.J. and Liu, S.F. Discretization structure solution of GM (1, N) model", Systems Engineering and Electronics, 28, pp. 1679-1681 (2006). 34. Huang, Y. and Guo, F. The role of oil price shocks on China's real exchange rate", China Economic Review, 18, pp. 403-416 (2007). 35. Wang, Z.X. Grey multivariable GM (1, N) power model and its application", System Engineering Theory and Practice, 9, pp. 2357-2363 (2014). 36. Mao, S.H., Gao, M.Y., Wen, J.H., and Nie, X. Generalized admissible region of class ratio for fractional order GM(1,1) model", Grey System, 26, pp. 56-68 (2014). 37. Mao, S.H., Gao, M.Y., Xiao, X.P., and Zhu, M. A novel fractional grey system model and its application", Applied Mathematical Modelling, 40, pp. 5063- 5076 (2016). 38. Mao, S.H., Gao, M.Y., and Xiao, X.P. Fractional order accumulation time-lag GM(1,N, ) model and its application", Systems Engineering Theory and Practice, 35, pp. 430-436 (2015). 39. EB/OL. http://www.marketwatch.com/story/themarket- has-got-the-oil-dollar-relationship-all-wrong- 2015-05-21 (2015).
Volume 26, Issue 4
Transactions on Industrial Engineering (E)
July and August 2019
Pages 2472-2483
  • Receive Date: 17 March 2017
  • Revise Date: 06 September 2017
  • Accept Date: 30 April 2018