SHAHANI, RAKESH and PALIWAL, RIYA (2020): An empirical analysis of the Co-movement of Crude, Gold, Rupee-Dollar Exchange rate and Nifty 50 Stock Index during Sub-prime and Coronavirus crisis periods.
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Abstract
The present study empirically investigates the inter-linkages and co-movement between different asset class namely Crude, Gold, Nifty 50 Stock Index and Rupee-Dollar Exchange Rate during the two crisis periods viz. the Sub-Prime and the Coronavirus Crisis. The methodology employed for ascertaining inter-relationship includes Johansen Co-integration technique and Toda & Yamamoto Causality model. Besides this, the entire model has been set up under the VAR Framework with Variance Decomposition and Impulse Responses giving useful insight into the relationship amongst the stated variables. The results of the study however failed to identify any co-integration amongst the assets during any of the two crisis periods , however there was evidence of short run cause-effect relation amongst some of the variables. The causality flow was uni-directional from Nifty 50 to both crude and exchange rate in Period I(Sub Prime Crisis Period) while in Period II(Coronavirus Crisis Period) it was bi-directional between Gold and Nifty 50. Causality was also seen from Foreign Exchange to Gold in Period II. Further ADF Breakpoint showed all the variables were I(1) stationary and the VAR Model was also proved stable as shown by AR Characteristics Root Plots. The impulses showed that Period II or Coronavirus Crisis Period retained the innovations of other variables for longer periods than Period I ( Sub Prime Period).
Item Type: | MPRA Paper |
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Original Title: | An empirical analysis of the Co-movement of Crude, Gold, Rupee-Dollar Exchange rate and Nifty 50 Stock Index during Sub-prime and Coronavirus crisis periods |
English Title: | An empirical analysis of the Co-movement of Crude, Gold, Rupee-Dollar Exchange rate and Nifty 50 Stock Index during Sub-prime and Coronavirus crisis periods |
Language: | English |
Keywords: | Sub-Prime Crisis, Coronavirus Crisis, ADF Breakpoint, Co-integration , VAR, Impulse Response |
Subjects: | G - Financial Economics > G0 - General G - Financial Economics > G0 - General > G01 - Financial Crises G - Financial Economics > G1 - General Financial Markets > G11 - Portfolio Choice ; Investment Decisions G - Financial Economics > G1 - General Financial Markets > G12 - Asset Pricing ; Trading Volume ; Bond Interest Rates G - Financial Economics > G1 - General Financial Markets > G15 - International Financial Markets Q - Agricultural and Natural Resource Economics ; Environmental and Ecological Economics > Q0 - General |
Item ID: | 103568 |
Depositing User: | Dr RAKESH SHAHANI |
Date Deposited: | 21 Oct 2020 15:43 |
Last Modified: | 21 Oct 2020 15:43 |
References: | 1. Anoruo, E. and Mustafa, M., 2007. “An Empirical Investigation into the relation of Oil to Stock Market Prices”. North American Journal of Finance and Banking Research, Vol.1, Issue 1: 22-26. 2. Baig, T. and Goldfajn, I., 1999. “Financial market contagion in the Asian crisis.” IMF staff papers, Vol.46, Issue 2 :167-195. 3. Baur, D.G. and Lucey, B.M., 2010. “Is gold a hedge or a safe haven? An analysis of stocks, bonds and gold.” Financial Review, Vol.45, Issue 2 : 217-229. 4. Baur, D.G. and McDermott, T.K., 2010. “Is gold a safe haven? International evidence.” Journal of Banking & Finance, Vol. 34:1886-1898. 5. Calvo, G.A. and Mendoza, E.G., 2000. “Capital-markets crises and economic collapse in emerging markets: An informational-frictions approach.” American Economic Review, Vol. 90, Issue 2 : 59-64. 6. Chan, K.F., Treepongkaruna, S., Brooks, R. and Gray, S., 2011. “Asset market linkages: Evidence from financial, commodity and real estate assets.” Journal of Banking & Finance, Vol. 35 : 415-1426. 7. Chang, H.F., Huang, L.C. and Chin, M.C., 2013. “Interactive relationships between crude oil prices, gold prices, and the NT–US dollar exchange rate—A Taiwan study.” Energy policy, Vol. 63 : 441-448. 8. Cong, R.G., Wei, Y.M., Jiao, J.L. and Fan, Y., 2008. “Relationships between oil price shocks and stock market: An empirical analysis from China.” Energy Policy, Vol. 36 : 3544-3553. 9. Caporale, G.M., Hunter, J. and Ali, F.M., 2014. “On the linkages between stock prices and exchange rates: Evidence from the banking crisis of 2007–2010.” International Review of Financial Analysis, Vol.33 : 87-103. 10. Dee, J., Li, L. and Zheng, Z., 2013. “Is gold a hedge or a safe haven? Evidence from inflation and stock market.” International Journal of Development and Sustainability, Vol. 2, Issue 1 :1-16. 11. Dornbusch, R., Park, Y.C. and Claessens, S., 2000. “Contagion: understanding how it spreads.” The World Bank Research Observer, Vol. 15, Issue 2 : 177-197. 12. Fleming, J., Kirby, C. and Ostdiek, B., 1998. “Information and volatility linkages in the stock, bond, and money markets.” Journal of financial economics, Vol.49, Issue 1 :111-137. 13. Granger, C.W., 1969. “Investigating causal relations by econometric models and cross-spectral methods.” Econometrica: Journal of the Econometric Society, 424-438. 14. Hammoudeh, S. and Yuan, Y., 2008. “Metal volatility in presence of oil and interest rate shocks.” Energy Economics, Vol.30, Issue 2 :606-620. 15. Hashimoto, Y. and Ito, T., 2004. “High-frequency contagion between the exchange rates and stock prices” (No. w10448) National Bureau of Economic Research. 16. Johansen, S., 1988. “Statistical analysis of cointegration vectors. Journal of economic dynamics and control” Vol.12 : 231-254. 17. Kallberg, J.G., Liu, C.H. and Pasquariello, P., 2005. “An examination of the Asian crisis: regime shifts in currency and equity markets.” The Journal of Business, Vol.78, Issue 1 : 169-211. 18. Kanas, A., 2000. “Volatility spillovers between stock returns and exchange rate changes: International evidence.” Journal of Business Finance & Accounting, Vol.27 : 447-467. 19. Kim, M.H. and Dilts, D.A., 2011. “The relationship of the value of the dollar, and the prices of gold and oil: a tale of asset risk.” Economics Bulletin, Vol.31, Issue 2: 1151-1162. 20. Korhonen, I. and Ledyaeva, S., 2010. “Trade linkages and macroeconomic effects of the price of oil.” Energy Economics, Vol. 32, Issue 4: 848-856. 21. Le, T.H. and Chang, Y., 2011. “Dynamic relationships between the price of oil, gold and financial variables in Japan: a bounds testing approach.” University Library of Munich, Germany. 22. Leung, H., Schiereck, D. and Schroeder, F., 2017. “Volatility spillovers and determinants of contagion: Exchange rate and equity markets during crises.” Economic Modelling, Vol. 61: 169-180. 23. Lin, W.L., Engle, R.F. and Ito, T., 1994. “Do bulls and bears move across borders? International transmission of stock returns and volatility.” Review of financial studies, Vol. 7, Issue 3: 507-538. 24. Malliaris, A.G. and Malliaris, M., 2013. “Are oil, gold and the euro inter-related? Time series and neural network analysis.” Review of Quantitative Finance and Accounting, Vol. 40, Issue 1 : 1-14. 25. Morema, K. and Bonga-Bonga, L., 2020. “The impact of oil and gold price fluctuations on the South African equity market: Volatility spillovers and financial policy implications.” Resources Policy, 68(C). 26. Park, J. and Ratti, R.A., 2008. “Oil price shocks and stock markets in the US and 13 European countries.” Energy economics, Vol. 30: 2587-2608. 27. Perron, P., 1997. “Further evidence on breaking trend functions in macroeconomic variables.” Journal of econometrics, Vol.80, Issue 2 : 355-385. 28. Rjoub, H., 2012. “Stock prices and exchange rates dynamics: Evidence from emerging markets” African Journal of Business Management, Vol. 6 : 4728-4733. 29. Sadorsky, P., 1999. “Oil price shocks and stock market activity.” Energy economics, Vol. 21, Issue 5: 449-469. 30. Samanta, S.K. and Zadeh, A.H., 2012. “Co-Movements of Oil, Gold, the US Dollar, and Stocks.” Modern Economy, Vol.3, Issue 1: 111-117. 31. Singh, N.P. and Sharma, S., 2018. “Cointegration and Causality among Dollar, Oil, Gold and Sensex across Global Financial Crisis.” Vision, Vol. 22, Issue 4 : 365-376. 32. Thuraisamy, K.S., Sharma, S.S. and Ahmed, H.J.A., 2013. “The relationship between Asian equity and commodity futures markets.” Journal of Asian Economics, Vol. 28: 67-75. 33. Toda Hiro, Y. and Yamamoto, T., 1995. “Statistical Inference in Vector Autoregressions with Possibility Integrated Process.” Journal of Econometrics, Vol. 66: 1-2. 34. Zhang, H., Zhu, X., Guo, Y. and Liu, H., 2018. “A separate reduced‐form volatility forecasting model for nonferrous metal market: Evidence from copper and aluminium.” Journal of Forecasting, Vol. 37: 754-766. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/103568 |