Responses of international stock markets to oil price surges: a regimeswitching perspective
AbstractWe propose an enhanced regime-switching model to investigate the relationships between oil price surges and stock market cycles in five oil-dependent countries over the period from January 1989 to December 2007. Our model accounts for the joint effects of the WTI (West Texas Intermediate) and Brent oil markets and allows to simultaneously capture asymmetry, volatility persistence and regime shifts contained in the underlying financial data. We find that stock market returns strongly exhibit a regime-switching behavior, but they react differently to the increases in the price of oil. More precisely, the conditional volatility of studied stock markets during the bear market phases is found to be less affected by oil price shocks than during the bull market phases. Whether the effects of oil shocks are positive and negative depends greatly on the degree of reliance on imported oil, the share of the cost of oil in the national income and the degree of improvement in energy efficiency of a given country. Finally, the relatively opposite effects of the WTI and Brent oil markets suggest the potential of substitution between them as well as the necessity of a diversification strategy of oil supply sources.
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Bibliographic InfoPaper provided by Department of Research, Ipag Business School in its series Working Papers with number 2014-080.
Length: 21 pages
Date of creation: 06 Jan 2014
Date of revision:
oil price shocks; stock market cycles; regime-switching model;
Find related papers by JEL classification:
- C58 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Financial Econometrics
- F30 - International Economics - - International Finance - - - General
- G15 - Financial Economics - - General Financial Markets - - - International Financial Markets
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- Mohamed El Hedi Arouri & Duc Khuong Nguyen, 2010.
"Oil Prices, Stock Markets and Portfolio Investment: Evidence from Sector Analysis in Europe over the Last Decade,"
- Hedi Arouri, Mohamed El & Khuong Nguyen, Duc, 2010. "Oil prices, stock markets and portfolio investment: Evidence from sector analysis in Europe over the last decade," Energy Policy, Elsevier, vol. 38(8), pages 4528-4539, August.
- Turner, C.M. & Startz, R. & Nelson, C.R., 1989.
"The Markov Model Of Heteroskedasticity, Risk And Learning In The Stock Market,"
Discussion Papers in Economics at the University of Washington
89-01, Department of Economics at the University of Washington.
- Turner, C.M. & Startz, R. & Nelson, C.R., 1989. "The Markov Model Of Heteroskedasticity, Risk And Learning In The Stock Market," Working Papers 89-01, University of Washington, Department of Economics.
- Sari, Ramazan & Hammoudeh, Shawkat & Soytas, Ugur, 2010. "Dynamics of oil price, precious metal prices, and exchange rate," Energy Economics, Elsevier, vol. 32(2), pages 351-362, March.
- Vivoda, Vlado, 2009. "Diversification of oil import sources and energy security: A key strategy or an elusive objective?," Energy Policy, Elsevier, vol. 37(11), pages 4615-4623, November.
- Sadorsky, Perry, 2008. "Assessing the impact of oil prices on firms of different sizes: Its tough being in the middle," Energy Policy, Elsevier, vol. 36(10), pages 3854-3861, October.
- Jammazi, Rania, 2012. "Oil shock transmission to stock market returns: Wavelet-multivariate Markov switching GARCH approach," Energy, Elsevier, vol. 37(1), pages 430-454.
- James D. Hamilton, 2000.
"What is an Oil Shock?,"
NBER Working Papers
7755, National Bureau of Economic Research, Inc.
- Miller, J. Isaac & Ratti, Ronald A., 2009.
"Crude oil and stock markets: Stability, instability, and bubbles,"
Elsevier, vol. 31(4), pages 559-568, July.
- J. Isaac Miller & Ronald Ratti, 2008. "Crude Oil and Stock Markets: Stability, Instability, and Bubbles," Working Papers 0810, Department of Economics, University of Missouri, revised 20 Jan 2009.
- Jammazi, Rania & Aloui, Chaker, 2010. "Wavelet decomposition and regime shifts: Assessing the effects of crude oil shocks on stock market returns," Energy Policy, Elsevier, vol. 38(3), pages 1415-1435, March.
- James D. Hamilton, 2009.
"Causes and Consequences of the Oil Shock of 2007-08,"
NBER Working Papers
15002, National Bureau of Economic Research, Inc.
- James D. Hamilton, 2009. "Causes and Consequences of the Oil Shock of 2007-08," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 40(1 (Spring), pages 215-283.
- James D. Hamilton, 2010. "Causes and consequences of the oil shock of 2007–08," CQER Working Paper 2009-02, Federal Reserve Bank of Atlanta.
- Mohan Nandha & Robert Brooks, 2009. "Oil prices and transport sector returns: an international analysis," Review of Quantitative Finance and Accounting, Springer, vol. 33(4), pages 393-409, November.
- Shigeki Ono, 2011. "Oil Price Shocks and Stock Markets in BRICs," European Journal of Comparative Economics, Cattaneo University (LIUC), vol. 8(1), pages 29-45, June.
- Chang, Kuang-Liang, 2009. "Do macroeconomic variables have regime-dependent effects on stock return dynamics? Evidence from the Markov regime switching model," Economic Modelling, Elsevier, vol. 26(6), pages 1283-1299, November.
- 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 740-44, June.
- Chang, Kuang-Liang, 2012. "Volatility regimes, asymmetric basis effects and forecasting performance: An empirical investigation of the WTI crude oil futures market," Energy Economics, Elsevier, vol. 34(1), pages 294-306.
- George Hondroyiannis & Evangelia Papapetrou, 2001. "Macroeconomic influences on the stock market," Journal of Economics and Finance, Springer, vol. 25(1), pages 33-49, March.
- Qiao, Zhuo & Smyth, Russell & Wong, Wing-Keung, 2008. "Volatility switching and regime interdependence between information technology stocks 1995-2005," Global Finance Journal, Elsevier, vol. 19(2), pages 139-156.
- Syed A. Basher & Perry Sadorsky, 2004.
"Oil price risk and emerging stock markets,"
- Walid, Chkili & Chaker, Aloui & Masood, Omar & Fry, John, 2011. "Stock market volatility and exchange rates in emerging countries: A Markov-state switching approach," Emerging Markets Review, Elsevier, vol. 12(3), pages 272-292, September.
- Kilian, Lutz, 2005.
"Exogenous Oil Supply Shocks: How Big Are They and How Much do they Matter for the US Economy?,"
CEPR Discussion Papers
5131, C.E.P.R. Discussion Papers.
- Lutz Kilian, 2008. "Exogenous Oil Supply Shocks: How Big Are They and How Much Do They Matter for the U.S. Economy?," The Review of Economics and Statistics, MIT Press, vol. 90(2), pages 216-240, May.
- Lardic, Sandrine & Mignon, Valérie, 2008. "Oil prices and economic activity: An asymmetric cointegration approach," Energy Economics, Elsevier, vol. 30(3), pages 847-855, May.
- Boyer, M. Martin & Filion, Didier, 2007.
"Common and fundamental factors in stock returns of Canadian oil and gas companies,"
Elsevier, vol. 29(3), pages 428-453, May.
- M. Martin Boyer & Didier Filion, 2004. "Common and Fundamental Factors in Stock Returns of Canadian Oil and Gas Companies," CIRANO Working Papers 2004s-62, CIRANO.
- Lutz Kilian & Cheolbeom Park, 2009.
"The Impact Of Oil Price Shocks On The U.S. Stock Market,"
International Economic Review,
Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 50(4), pages 1267-1287, November.
- Kilian, Lutz & Park, Cheolbeom, 2007. "The Impact of Oil Price Shocks on the U.S. Stock Market," CEPR Discussion Papers 6166, C.E.P.R. Discussion Papers.
- Hamilton, James D. & Susmel, Raul, 1994.
"Autoregressive conditional heteroskedasticity and changes in regime,"
Journal of Econometrics,
Elsevier, vol. 64(1-2), pages 307-333.
- Tom Doan, . "RATS programs to estimate Hamilton-Susmel Markov Switching ARCH model," Statistical Software Components RTZ00083, Boston College Department of Economics.
- Javier F. Mory, 1993. "Oil Prices and Economic Activity: Is the Relationship Symmetric?," The Energy Journal, International Association for Energy Economics, vol. 0(Number 4), pages 151-162.
- Papapetrou, Evangelia, 2001. "Oil price shocks, stock market, economic activity and employment in Greece," Energy Economics, Elsevier, vol. 23(5), pages 511-532, September.
- Christos Kollias & Catherine Kyrtsou & Stephanos Papadamou, 2011. "The Effects of Terrorism and War on the Oil and Prices Stock Indices Relationship," Economics of Security Working Paper Series 57, DIW Berlin, German Institute for Economic Research.
- Nicholas Apergis & Stephen M. Miller, 2008.
"Do Structural Oil-Market Shocks Affect Stock Prices?,"
2008-51, University of Connecticut, Department of Economics.
- Apergis, Nicholas & Miller, Stephen M., 2009. "Do structural oil-market shocks affect stock prices?," Energy Economics, Elsevier, vol. 31(4), pages 569-575, July.
- Nicholas Apergis & Stephen M. Miller, 2009. "Do Structural Oil-Market Shocks Affect Stock Prices?," Working Papers 0917, University of Nevada, Las Vegas , Department of Economics.
- Hamilton, James D., 1996. "Specification testing in Markov-switching time-series models," Journal of Econometrics, Elsevier, vol. 70(1), pages 127-157, January.
- Vo, Minh T., 2009. "Regime-switching stochastic volatility: Evidence from the crude oil market," Energy Economics, Elsevier, vol. 31(5), pages 779-788, September.
- Hamilton, James D, 1989. "A New Approach to the Economic Analysis of Nonstationary Time Series and the Business Cycle," Econometrica, Econometric Society, vol. 57(2), pages 357-84, March.
- Sadorsky, Perry, 1999. "Oil price shocks and stock market activity," Energy Economics, Elsevier, vol. 21(5), pages 449-469, October.
- Shawkat M. Hammoudeh & Bradley T. Ewing & Mark A. Thompson, 2008. "Threshold Cointegration Analysis of Crude Oil Benchmarks," The Energy Journal, International Association for Energy Economics, vol. 0(Number 4), pages 79-96.
- Cologni, Alessandro & Manera, Matteo, 2008.
"Oil prices, inflation and interest rates in a structural cointegrated VAR model for the G-7 countries,"
Elsevier, vol. 30(3), pages 856-888, May.
- Matteo Manera & Alessandro Cologni, 2005. "Oil Prices, Inflation and Interest Rates in a Structural Cointegrated VAR Model for the G-7 Countries," Working Papers 2005.101, Fondazione Eni Enrico Mattei.
- Bachmeier, Lance, 2008. "Monetary policy and the transmission of oil shocks," Journal of Macroeconomics, Elsevier, vol. 30(4), pages 1738-1755, December.
- Lamoureux, Christopher G & Lastrapes, William D, 1990. "Persistence in Variance, Structural Change, and the GARCH Model," Journal of Business & Economic Statistics, American Statistical Association, vol. 8(2), pages 225-34, April.
- Aloui, Chaker & Nguyen, Duc Khuong & Njeh, Hassen, 2012. "Assessing the impacts of oil price fluctuations on stock returns in emerging markets," Economic Modelling, Elsevier, vol. 29(6), pages 2686-2695.
- Zhang, Dayong, 2008. "Oil shock and economic growth in Japan: A nonlinear approach," Energy Economics, Elsevier, vol. 30(5), pages 2374-2390, September.
- Hilde C. Bjørnland, 2009.
"Oil Price Shocks And Stock Market Booms In An Oil Exporting Country,"
Scottish Journal of Political Economy,
Scottish Economic Society, vol. 56(2), pages 232-254, 05.
- Hilde C. Bjørnland, 2008. "Oil Price Shocks and Stock Market Booms in an Oil Exporting Country," Working Paper 2008/16, Norges Bank.
- Nandha, Mohan & Faff, Robert, 2008. "Does oil move equity prices? A global view," Energy Economics, Elsevier, vol. 30(3), pages 986-997, May.
- Kiseok Lee & Shawn Ni & Ronald A. Ratti, 1995. "Oil Shocks and the Macroeconomy: The Role of Price Variability," The Energy Journal, International Association for Energy Economics, vol. 0(Number 4), pages 39-56.
- Narayan, Paresh Kumar & Sharma, Susan Sunila, 2011. "New evidence on oil price and firm returns," Journal of Banking & Finance, Elsevier, vol. 35(12), pages 3253-3262.
- Park, Jungwook & Ratti, Ronald A., 2008. "Oil price shocks and stock markets in the U.S. and 13 European countries," Energy Economics, Elsevier, vol. 30(5), pages 2587-2608, September.
- Jones, Charles M & Kaul, Gautam, 1996. " Oil and the Stock Markets," Journal of Finance, American Finance Association, vol. 51(2), pages 463-91, June.
- Maheu, John M & McCurdy, Thomas H, 2000. "Identifying Bull and Bear Markets in Stock Returns," Journal of Business & Economic Statistics, American Statistical Association, vol. 18(1), pages 100-112, January.
- Fong, Wai Mun & See, Kim Hock, 2002. "A Markov switching model of the conditional volatility of crude oil futures prices," Energy Economics, Elsevier, vol. 24(1), pages 71-95, January.
- Narayan, Paresh Kumar & Narayan, Seema, 2010. "Modelling the impact of oil prices on Vietnam's stock prices," Applied Energy, Elsevier, vol. 87(1), pages 356-361, January.
- El Hedi Arouri, Mohamed & Jouini, Jamel & Nguyen, Duc Khuong, 2011. "Volatility spillovers between oil prices and stock sector returns: Implications for portfolio management," Journal of International Money and Finance, Elsevier, vol. 30(7), pages 1387-1405.
- Maghyereh, A., 2004. "Oil Price Shocks and Emerging Stock Markets: A Generalized VAR Approach," International Journal of Applied Econometrics and Quantitative Studies, Euro-American Association of Economic Development, vol. 1(2), pages 27-40.
- Hamilton, James D, 1983. "Oil and the Macroeconomy since World War II," Journal of Political Economy, University of Chicago Press, vol. 91(2), pages 228-48, April.
- Cong, Rong-Gang & Wei, Yi-Ming & Jiao, Jian-Lin & Fan, Ying, 2008. "Relationships between oil price shocks and stock market: An empirical analysis from China," Energy Policy, Elsevier, vol. 36(9), pages 3544-3553, September.
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