ISSN: 2056-3736 (Online Version) | 2056-3728 (Print Version)

Do oil prices and exchange rates affect the US stock market? New evidence from the asymmetric cointegration approach

Rafailidis Panagiotis and Katrakilidis Constantinos

Correspondence: Rafailidis Panagiotis, rafailidisp1@gmail.com

Department of Economics, Aristotle University of Thessaloniki, Greece

pdf (762.2 Kb) | doi: https://doi.org/10.47260/bae/8210

Abstract

In this paper, we study the dynamics between US stock prices, exchange rates and oil prices. The data used are quarterly, covers the period from 1986 to 2016 and includes the Standard & Poor's 500 spot prices, the West Texas Intermediate spot prices and the effective exchange rate of US Dollar. We examine the presence of different sources of nonlinearities. The empirical analysis is based on the asymmetric ARDL cointegration methodology proposed by Shin et al (2011). The evidence implies that ignoring possible non-linearities lead to misleading results. The analysis reveals new evidence such as the existence of several structural brakes and asymmetries in both long-run and short-run relationships among the examined variables and that could be of major importance for researchers and other market participants.

Keywords:

  stock prices; exchange rates; oil prices; asymmetric cointegration; ARDL; NARDL; Forecasting


References

Aggarwal, R. (1981) Exchange rates and stock prices: a study of the US capital markets under floating exchange rates, Akron Business and Economic Review Fall, 7-12

Alsalman, Z., and Herrera, A.M. (2015) Oil Price Shocks and the U.S. Stock Market: Do Sign and Size Matter?, The Energy Journal, 36(3), 171-188.

Antonakakis, N., Gupta, R., Kollias, C., & Papadamou, S. (2017). Geopolitical risks and the oil-stock nexus over 1899–2016. Finance Research Letters, 23, 165-173.

Apergis, N., and Miller, S.M. (2009) Do structural oil -market shocks affect stock prices?, Energy Economics, 31(4), 569-575.

Arouri, M. E. H., and Rault, C. (2012) Oil prices and stock markets in GCC countries: Empirical evidence from panel analysis, International Journal of Finance &Economics, 17, 242–253.

Bai, J. and Perron, P. (1998) Estimating and Testing Linear Models with Multiple Structural Changes, Econometrica, 66(1): 47–78.

Bai, J. and Perron, P. (2003) Computation and analysis of multiple structural change models, Journal of Applied Econometrics, 18, 1–22.

Bai, S. and Koong, K.S. (2018) Oil prices, stock returns, and exchange rates: Empirical evidence from China and the United States, North American Journal of Economics and Finance, 44, 12-33.

Basher, S., Haug, A., and Sadorsky, P. (2012) Oil prices, exchange rates and emerging stock markets, Energy Economics, 34 (1), 227–240.

Basher, S.A., and Sadorsky, P. (2006) Oil price risk and emerging stock markets, Global Finance Journal, 17, 224–251.

Bénassy-Quéré, A., Mignon, V., and A. Penot. (2007) China and the relationship between the oil price and the Dollar, Energy Policy, 35, 5795-5805.

Branson, W.H. (1983) Macroeconomic Determinants of Real Exchange Risk, In Managing Foreign Exchange Risk, Ed. R. J. Herring, Cambridge University Press, Cambridge.

Chen, S.S., and Chen, H.C. (2007) Oil prices and real exchange rates, Energy Economics, 29(3), 390–404.

Chen, Y., Rogoff, K., and Rossi, B. (2010) Can exchange rates forecast commodity prices?, Quarterly Journal of Economics, 125, 1145–1194.

Chow, E.H., Lee, W.Y., and Solt, M.S. (1997) The exchange rate risk exposure of asset returns, Journal of Business, 70, 105-123.

Coudert, V., Couharde, C., and Mignon, V. (2008) Do terms of Trade Drive Real Exchange Rates? Comparing Oil and Commodity Currencies, CEPII Working Paper, 32, December.

Cox, J.C., J.E. Ingersoll, and S.A. Ross. (1985) A Theory of the Term Structure of Interest Rates, Econometrica, 53, 385–407.

Delgado, N.A.B., Delgado, E.B., and Saucedo, E. (2018) The relationship between oil prices, the stock market and the exchange rate: Evidence from Mexico, The North American Journal of Economics and Finance, 45, 266-275.

Dickey, D.A., and Fuller, W.A. (1979) Distribution of the Estimators for Autoregressive Time- Series with a Unit Root, Journal of American Statistical Association, 74, 427-431.

Dornbusch, R., S. Fisher. (1980) Exchange rates and the current account, American Economic Review, 70, 960-971.

Frankel, J.A. (1983) Monetary and Portfolio-Balance Models of Exchange Rate Determination, Economic Interdependence and Flexible Exchange Rates, J. S. Bhandari and B. H. Putnam eds., Cambridge: MIT Press.

Gavin, M. (1989) The stock market and exchange rate dynamics, Journal of International Money and Finance 8, 181-200.

Ghosh, S., and Kanjilal, K. (2016) Co-movement of international crude oil price and Indian stock market: evidences from nonlinear cointegration tests, Energy Economics, 53,111–117.

Golub, S. (1983) Oil prices and exchange rates, Economic Journal, 93, 576-593.

Groen, J.J.J., and, Pesenti, P.A. (2011) Commodity prices, commodity currencies, and global economic developments. In T. Ito, and A. Rose (Eds.), Commodity prices and markets, East Asia Seminar on Economics, 20, 15–42. Chicago: University of Chicago Press.

Huang, R., R., Masulis, and H.Stoll. (1996) Energy Shocks and Financial Markets, Journal of Futures Markets, 16, 1-27.

Jain, A., and Biswal, P.C. (2016) Dynamic linkages among oil price, gold price, exchange rate, and stock market in India, Resources Policy, 49, 179–185.

Jones, C.M., and Kaul, G. (1996) Oil and the stock markets, Journal of Finance, 55, 463–491.

Joseph, N. (2002) Modelling the impacts of interest rate and exchange rate changes on UK stock returns, Derivatives Use, Trading & Regulation, 7, 306-323.

Kilian, L., and Park, C. (2009) The impact of oil price shocks on the U.S. stock market, International Economic Review, 50, 1267-1287.

Kollias, C., Kyrtsou, C., & Papadamou, S. (2013). The effects of terrorism and war on the oil price–stock index relationship. Energy Economics, 40, 743-752.

Kollias, C., Mylonidis, N., & Paleologou, S. M. (2012). The nexus between exchange rates and stock markets: evidence from the euro-dollar rate and composite European stock indices using rolling analysis. Journal of Economics and Finance, 36(1), 136-147.

Kollias, C., Papadamou, S., & Siriopoulos, C. (2016). Stock markets and effective exchange rates in European countries: threshold cointegration findings. Eurasian Economic Review, 6(2), 215-274.

Krichene, N. (2005) A simultaneous equations model for world crude oil and natural gas markets, IMF Working Paper Series.

Krugman, Paul. (1983b) Oil shocks and exchange rate dynamics, Exchange Rates and International Macroeconomics, edited by J. A. Frankel. Chicago: University of Chicago Press.

Kwiatkowski, D., Phillips, P.C.B., Schmidt, P., and Shin, Y. (1992) Testing the null hypothesis of stationarity against the alternative of a unit root: How sure are we that economic time series have a unit root?, Journal of Econometrics, 54, 159-178.

Lee, C.C., and J.H. Zeng. (2011) Revisiting the Relationship between Spot and Futures Oil Prices: Evidence from Quantile Cointegrating Regression, Energy Economics, 33, 924–935.

Lizardo, R.A., and Mollick, A.V. (2010) Oil price fluctuations and US dollar exchange rates, Energy Economics, 32, 399-408.

Merton, R.C. (1973) Theory of Rational Option Pricing. The Bell Journal of Economics and Management Science, 4(1), 141–183.

Mishra, K.A. (2004) Stock Market and Foreign Exchange market in India: Are they related?, South Asia Economic Journal, 5(2), 209-232.

Mohanty, S., Nandha, M., and Bota, G. (2010) Oil shocks and stock returns: The case of the Central and Eastern European (CEE) oil and gas sectors, Emerging Markets Review, 11(4), 358–372.

Moya-Martínez, P., Ferrer-Lapeña, R., and Escribano-Sotos, F. (2014) Oil price risk in the Spanish stock market: an industry perspective, Economic Modelling, 37, 280–90.

Narayan, P., Sharma, S. (2011) New evidence on oil price and firm returns, Journal of Banking and Finance, 35, 3253–3262.

Narayan, P.K., and Gupta, R. (2015) Has oil price predicted stock returns for over a century?, Energy Economics, 48, 18-23.

Narayan, P.K., Narayan, S. (2010) Modelling the impact of oil prices on Vietnam’s stock prices, Applied Energy, 87, 356–361.

Park, J. and R.A. Ratti. (2008) Oil Price Shocks and Stock Markets in the U.S. and 13 European Countries, Energy Economics, 30, 2587-2608.

Pesaran, M.H., and Shin, Y. (1999) An autoregressive distributed lag modeling approach to cointegration analysis, In S. Strøm (Ed.), Econometrics and economic theory in the 20th Century: The Ragnar Frisch Centennial Symposium. Cambridge: Cambridge University Press.

Pesaran, M.H., Shin, Y., and Smith, R.J. (2001) Bounds testing approaches to the analysis of level relationships, Journal of Applied Econometrics, 16, 289–326.

Phillips, P.C.B., and Perron, P. (1988) Testing for a Unit Root in Time Series Regression, Bio-metrica, 75, 335-346.

Phylaktis, K. & Ravazzolo, F. (2005) Stock prices and exchange rate dynamics, Journal of International Money and Finance, 24, 1031-1053.

Roll, R. (1992) Industrial structure and the comparative behavior of international stock markets indices, Journal of Finance, 47, 3-41.

Ross, S. (1976) The Arbitrage Theory of Capital Asset Pricing, Journal of Finance, 13, 341–360.

Roubaud, D., and Arouri, M. (2018) Oil prices, exchange rates and stock markets under uncertainty and regime-switching, Finance Research Letters in press.

Sadorsky, P. (1999) Oil Price Shocks and Stock Market Activity, Energy Economics, 21, 449-469.

Salisu, A.A. and Isah, K.O. (2017) Revisiting the oil price and stock market nexus: A nonlinear Panel ARDL approach, Economic Modelling, 66, 258-271.

Schorderet, Y. (2003) Asymmetric Cointegration. Working Paper No 2003.01, Department of Econometrics, University of Geneva, Geneva

Shin, Y., Yu, B., and Greenwood-Nimmo, M. (2011) Modelling asymmetric cointegration and dynamic multipliers in a nonlinear ARDL framework. Mimeo.

Soenen, L.A., and Hennigar, E.S. (1988) An analysis of exchange rates and stock prices the US experience between 1980 and 1986, Akron Business and Economic Review Winter, 7-16.

Xiao, J.H., Zhou, M., Wen, F.M., and Wen, F.H. (2018) Asymmetric impacts of oil price uncertainty on Chinese stock returns under different market conditions: evidence from oil volatility index,Energy Economics, 74, 777-786.

Zhang,Y-F., Fan,Y., Tsai,H-T. and Wei,Y-M. (2008) Spillover effect of US dollar exchange rate on oil prices, Journal of Policy Modelling, 30, 973-991.