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BANKING & FINANCE

Volatility integration of crude oil, gold, and interest rates on the exchange rate: DCC GARCH and BEKK GARCH applications

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Article: 2289700 | Received 11 Jul 2023, Accepted 27 Nov 2023, Published online: 09 Dec 2023

References

  • Aggarwal, V., Doifode, A., & Tiwary, M. K. (2021a). Do lower foreign flows and higher domestic flows reduce Indian equity market volatility? Vision: The Journal of Business Perspective, 26(4), 461–18. https://doi.org/10.1177/0972262921990981
  • Aggarwal, V., Doifode, A., & Tiwary, M. K. (2021b). Volatility spillover impact of FII and MF net equity flows on the Indian sectoral stock indices: Recent evidence using BEKK-GARCH. International Journal of Indian Culture and Business Management, 22(3), 350–363. https://doi.org/10.1504/IJICBM.2021.114084
  • Akbar, M., Iqbal, F., & Noor, F. (2019). Bayesian analysis of dynamic linkages among gold price, stock prices, exchange rate and interest rate in Pakistan. Resources Policy, 62, 154–164.
  • Akram, Q. F. (2004). Oil prices and exchange rates: Norwegian evidence. The Econometrics Journal, 7(2), 476–504. https://doi.org/10.1111/j.1368-423X.2004.00140.x
  • Al‐Abri, A. S. (2013). Oil price shocks and macroeconomic responses: Does the exchange rate regime matter? OPEC Energy Review, 37(1), 1–19. https://doi.org/10.1111/j.1753-0237.2012.00226.x
  • Albuquerque, R., Loayza, N., & Servén, L. (2005). World market integration through the lens of foreign direct investors. Journal of International Economics, 66(2), 267–295. https://doi.org/10.1016/j.jinteco.2004.07.002
  • Arfaoui, M., & Bem Rejeb, A. (2017). Oil, gold, US dollar and stock market interdependencies: A global analytical insight. European Journal of Management and Business Economics (EjM&Be), 26(3), 278–293. https://doi.org/10.1108/EJMBE-10-2017-016
  • Asad, M., Tabash, M. I., Sheikh, U. A., Al-Muhanadi, M. M., & Ahmad, Z.(2020). Gold-oil-exchange rate volatility, Bombay stock exchange and global financial contagion 2008: Application of NARDL model with dynamic multipliers for evidences beyond symmetry. Cogent Business & Management, 7(1), 1849889.
  • Baba, Y., Engle, R. F., Kraft, D. F., & Kroner, K. F. (1990). Multivariate simultaneous generalized ARCH. Manuscript, University of California, San Diego, Department of Economics.
  • Bahmani-Oskooee, M., & Mitra, R. (2008). Exchange rate risk and commodity trade between the US and India. Open Economies Review, 19(1), 71–80. https://doi.org/10.1007/s11079-007-9009-9
  • Baur, D. G., & Lucey, B. M. (2010). Is gold a hedge or a safe haven? An analysis of stocks, bonds and gold. Financial Review, 45(2), 217–229. https://doi.org/10.1111/j.1540-6288.2010.00244.x
  • Bauwens, L., Laurent, S., & Rombouts, J. V. (2006). Multivariate GARCH models: a survey. Journal of Applied Econometrics, 21(1), 79–109. https://doi.org/10.1002/jae.842
  • Bekaert, G., & Harvey, C. R. (1995). Time‐varying world market integration. The Journal of Finance, 50(2), 403–444. https://doi.org/10.1111/j.1540-6261.1995.tb04790.x
  • Bekaert, G., Harvey, C., & Ng, A. (2005). Market integration and contagion. The Journal of Business, 78(1), 39–70. https://doi.org/10.1086/426519
  • Benigno, G., & Benigno, P. (2008). Exchange rate determination under interest rate rules. Journal of International Money and Finance, 27(6), 971–993. https://doi.org/10.1016/j.jimonfin.2008.04.009
  • Berdiev, A. N., Kim, Y., & Chang, C. P. (2012). The political economy of exchange rate regimes in developed and developing countries. European Journal of Political Economy, 28(1), 38–53. https://doi.org/10.1016/j.ejpoleco.2011.06.007
  • Bhutta, U. S., Tariq, A., Farrukh, M., Raza, A., & Iqbal, M. K.(2022). Green bonds for sustainable development: Review of literature on development and impact of green bonds. Technological Forecasting & Social Change, 175, 121378.
  • Bollerslev, T. (1990). Modelling the coherence in short-run nominal exchange rates: A multivariate generalized ARCH model. Review of Economics & Statistics, 72(3), 498–505. https://doi.org/10.2307/2109358
  • Bordo, M. D. (1981). The classical gold standard: Some lessons for today. Federal Reserve Bank of St Louis Review, 63(May), 2–17. https://doi.org/10.20955/r.63.2-17.zwt
  • Bordo, M. D., & Schwartz, A. (2009). A Retrospective on the Classical Gold Standard, 1821-1931 (0226066924).
  • Cadenillas, A., & Zapatero, F. (2000). Classical and impulse stochastic control of the exchange rate using interest rates and reserves. Mathematical Finance, 10(2), 141–156. https://doi.org/10.1111/1467-9965.00086
  • Calvo, G. A., & Reinhart, C. M. (2002). Fear of floating. The Quarterly Journal of Economics, 117(2), 379–408. https://doi.org/10.1162/003355302753650274
  • Capie, F., Mills, T. C., & Wood, G. (2005). Gold as a hedge against the dollar. Journal of International Financial Markets, Institutions and Money, 15(4), 343–352. https://doi.org/10.1016/j.intfin.2004.07.002
  • Carrieri, F., Errunza, V., & Hogan, K. (2007). Characterizing world market integration through time. Journal of Financial and Quantitative Analysis, 42(4), 915–940. https://doi.org/10.1017/S0022109000003446
  • Casassus, J., & Collin‐Dufresne, P. (2005). Stochastic convenience yield implied from commodity futures and interest rates. The Journal of Finance, 60(5), 2283–2331. https://doi.org/10.1111/j.1540-6261.2005.00799.x
  • Chang, H.-F., Huang, L.-C., & Chin, M.-C. (2013). Interactive relationships between crude oil prices, gold prices, and the NT–US dollar exchange rate—A Taiwan study. Energy Policy, 63(1), 441–448. https://doi.org/10.1016/j.enpol.2013.09.029
  • Chen, K. S., & Chang, S. H. (2022). Volatility co-movement between Bitcoin and stablecoins: BEKK–GARCH and copula–DCC–GARCH approaches. Axioms, 11(6), 259. https://doi.org/10.3390/axioms11060259
  • Christofi, A. C., Christofi, P. C., & Philippatos, G. C.(1993). An application of the arbitrage pricing theory using canonical correlation analysis. Managerial Finance, 19(3/4), 68–85.
  • Ciner, C., Gurdgiev, C., & Lucey, B. M. (2013). Hedges and safe havens: An examination of stocks, bonds, gold, oil and exchange rates. International Review of Financial Analysis, 29(1), 202–211. https://doi.org/10.1016/j.irfa.2012.12.001
  • De Grauwe, P.(1988). Exchange rate variability and the slowdown in growth of international trade. Staff Papers, 35(1), 63–84.
  • Diebold, F. X., Husted, S., & Rush, M. (1991). Real exchange rates under the gold standard. Journal of Political Economy, 99(6), 1252–1271. https://doi.org/10.1086/261799
  • Dooley, M. P., Isard, P., & Taylor, M. P. (1995). Exchange rates, country-specific shocks, and gold. Applied Financial Economics, 5(3), 121–129. https://doi.org/10.1080/758522999
  • Du, X., Cindy, L. Y., & Hayes, D. J. (2011). Speculation and volatility spillover in the crude oil and agricultural commodity markets: A Bayesian analysis. Energy Economics, 33(3), 497–503. https://doi.org/10.1016/j.eneco.2010.12.015
  • Dumas, B., Harvey, C. R., & Ruiz, P. (2003). Are correlations of stock returns justified by subsequent changes in national outputs? Journal of International Money and Finance, 22(6), 777–811. https://doi.org/10.1016/j.jimonfin.2003.08.005
  • Engle, R. (2002). Dynamic conditional correlation: A simple class of multivariate generalized autoregressive conditional heteroskedasticity models. Journal of Business & Economic Statistics, 20(3), 339–350. https://doi.org/10.1198/073500102288618487
  • Engle, R. F., & Kroner, K. F. (1995). Multivariate Simultaneous Generalized ARCH. Econometric Theory, 11(1), 122–150. https://doi.org/10.1017/S0266466600009063
  • Engle, R. F., Ng, V. K., & Rothschild, M. (1990). Asset pricing with a factor-ARCH covariance structure: Empirical estimates for treasury bills. Journal of Econometrics, 45(1–2), 213–237. https://doi.org/10.1016/0304-4076(90)90099-F
  • Flood, R. P., & Jeanne, O. (2005). An interest rate defense of a fixed exchange rate? Journal of International Economics, 66(2), 471–484. https://doi.org/10.1016/j.jinteco.2004.09.001
  • Garrett, G. (2000). The causes of globalization. Comparative Political Studies, 33(6–7), 941–991. https://doi.org/10.1177/001041400003300610
  • Ghosh, S. (2011). Examining crude oil price–exchange rate nexus for India during the period of extreme oil price volatility. Applied Energy, 88(5), 1886–1889. https://doi.org/10.1016/j.apenergy.2010.10.043
  • Ghosh, S., & Kanjilal, K. (2016). Co-movement of international crude oil price and Indian stock market: Evidences from nonlinear cointegration tests. Energy Economics, 53(C), 111–117. https://doi.org/10.1016/j.eneco.2014.11.002
  • Ghysels, E., Santa-Clara, P., & Valkanov, R. (2006). Predicting volatility: Getting the most out of return data sampled at different frequencies. Journal of Econometrics, 131(1–2), 59–95. https://doi.org/10.1016/j.jeconom.2005.01.004
  • Giannellis, N., & Koukouritakis, M.(2019). Gold price and exchange rates: A panel smooth transition regression model for the G7 countries. The North American Journal of Economics & Finance, 49, 27–46.
  • Hahn, J., & Lee, H. (2006). Yield spreads as alternative risk factors for size and book-to-market. Journal of Financial and Quantitative Analysis, 41(2), 245–269. https://doi.org/10.1017/S0022109000002052
  • Hartley, P., & Medlock, K. (2014). The relationship between crude oil and natural gas prices: The role of the exchange rate. The Energy Journal, 35(2), 25–44. https://doi.org/10.5547/01956574.35.2.2
  • Hnatkovska, V., Lahiri, A., & Vegh, C. A. (2013). Interest rate and the exchange rate: A non-monotonic tale. European Economic Review, 63(1), 68–93. https://doi.org/10.1016/j.euroecorev.2013.06.001
  • Hooper, P., & Kohlhagen, S. W.(1978). The effect of exchange rate uncertainty on the prices and volume of international trade. Journal of International Economics, 8(4), 483–511.
  • Kanjilal, K. (2011). Macroeconomic factors and yield curve for the emerging Indian economy. Macroeconomics and Finance in Emerging Market Economies, 4(1), 57–83. https://doi.org/10.1080/17520843.2011.548612
  • Kanjilal, K., & Ghosh, S. (2017). Dynamics of crude oil and gold price post 2008 global financial crisis–New evidence from threshold vector error-correction model. Resources Policy, 52(C), 358–365. https://doi.org/10.1016/j.resourpol.2017.04.001
  • Khandare, V. (2016). Impact of exchange rate on FDI: A comparative study of India and China. International Journal of Applied Research, 2(3), 599–602.
  • Kumar, S., Kumar, A., & Singh, G. (2023). Causal relationship among international crude oil, gold, exchange rate, and stock market: Fresh evidence from NARDL testing approach. International Journal of Finance & Economics, 28(1), 47–57. https://doi.org/10.1002/ijfe.2404
  • Longin, F., & Solnik, B. (1995). Is the correlation in international equity returns constant: 1960–1990? Journal of International Money and Finance, 14(1), 3–26. https://doi.org/10.1016/0261-5606(94)00001-H
  • Longin, F., & Solnik, B. (2001). Extreme correlation of international equity markets. The Journal of Finance, 56(2), 649–676. https://doi.org/10.1111/0022-1082.00340
  • Lu, X., Wang, J., & Lai, K. K. (2014). Volatility spillover effects between gold and stocks based on VAR-DCC-BVGARCH model. Paper presented at the 2014 Seventh International Joint Conference on Computational Sciences and Optimization (pp. 284–287). IEEE.
  • Meese, R. (1990). Currency fluctuations in the post-bretton woods era. Journal of Economic Perspectives, 4(1), 117–134. https://doi.org/10.1257/jep.4.1.117
  • Meese, R., & Rogofp, K. (1988). Was it real? The exchange rate‐interest differential relation over the modern floating‐rate period. The Journal of Finance, 43(4), 933–948. https://doi.org/10.1111/j.1540-6261.1988.tb02613.x
  • Ozturk, I. (2006). Exchange rate volatility and trade: A literature survey. International Journal of Applied Econometrics and Quantitative Studies, 3(1), 85–102.
  • Patil, A. C., & Rastogi, S. (2020). Multifractal analysis of time-varying market efficiency: Implications for adaptive market hypothesis. Test Engineering and Management, 83(3), 16646–16660.
  • Pukthuanthong, K., & Roll, R. (2009). Global market integration: An alternative measure and its application. Journal of Financial Economics, 94(2), 214–232. https://doi.org/10.1016/j.jfineco.2008.12.004
  • Rastogi, S. (2010). Volatility spillover effect acrossbric nations: An empirical study. Paradigm, 14(1), 1–6. https://doi.org/10.1177/0971890720100102
  • Rastogi, S. (2016a). Gold Future Market Efficiency Post 2007 Financial Crisis: An Empirical Study. Vishwakarma Business Review, 6(2), 30–39.
  • Rastogi, S. (2016b). Gold price, crude oil, exchange rate and stock markets: Cointegration and neural network analysis. International Journal of Corporate Finance and Accounting (IJCFA), 3(2), 1–13. https://doi.org/10.4018/IJCFA.2016070101
  • Rastogi, S., & Agarwal, A. (2020). Volatility spillover effect in Spot, futures and option markets. Test Enginnering and Management, 83(3), 10114–10127.
  • Rastogi, S., & Athaley, C. (2019). Volatility integration in spot, futures and options markets: A regulatory perspective. Journal of Risk and Financial Management, 12(2), 1–15. https://doi.org/10.3390/jrfm12020098
  • Shiva, A., & Sethi, M. (2015). Understanding dynamic relationship among gold price, exchange rate and stock markets: Evidence in Indian context. Global Business Review, 16(5_suppl), 93S–111S. https://doi.org/10.1177/0972150915601257
  • Silvennoinen, A., & Teräsvirta, T. (2009). Multivariate GARCH models handbook of financial time series. Springer.
  • Singhal, S., & Ghosh, S. (2016). Returns and volatility linkages between international crude oil price, metal and other stock indices in India: Evidence from VAR-DCC-GARCH models. Resources Policy, 50(C), 276–288. https://doi.org/10.1016/j.resourpol.2016.10.001
  • Sjaastad, L. A. (2008). The price of gold and the exchange rates: Once again. Resources Policy, 33(2), 118–124. https://doi.org/10.1016/j.resourpol.2007.10.002
  • Sugiharti, L., Esquivias, M. A., & Setyorani, B. (2020). The impact of exchange rate volatility on Indonesia’s top exports to the five main export markets. Heliyon, 6, e03141. https://doi.org/10.1016/j.heliyon.2019.e03141
  • Sujit, K. S., & Kumar, B. R.(2011). Study on dynamic relationship among gold price, oil price, exchange rate and stock market returns. International Journal of Applied Business and Economic Research, 9(2), 145–165.
  • Tabash, M. I., Babar, Z., Sheikh, U. A., Khan, A. A., & Anagreh, S.(2022). The linkage between oil price, stock market indices, and exchange rate before, during, and after COVID-19: Empirical insights of Pakistan. Cogent Economics & Finance, 10(1), 2129366.
  • Zagaglia, P., & Marzo, M. (2013). Gold and the US dollar: Tales from the turmoil. Quantitative Finance, 13(4), 571–582. https://doi.org/10.1080/14697688.2012.708431
  • Zhang, Y.-J., Fan, Y., Tsai, H.-T., & Wei, Y.-M. (2008). Spillover effect of US dollar exchange rate on oil prices. Journal of Policy Modeling, 30(6), 973–991. https://doi.org/10.1016/j.jpolmod.2008.02.002
  • Zhang, Y.-J., & Wei, Y.-M. (2010). The crude oil market and the gold market: Evidence for cointegration, causality and price discovery. Resources Policy, 35(3), 168–177. https://doi.org/10.1016/j.resourpol.2010.05.003