Contagion, volatility persistence and volatility spill-overs: The case of energy markets during the European financial crisis
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DOI: 10.1016/j.eneco.2017.06.023
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- Andriosopoulos, Kostas & Galariotis, Emilios & Spyrou, Spyros, 2017. "Contagion, volatility persistence and volatility spill-overs: The case of energy markets during the European financial crisis," Energy Economics, Elsevier, vol. 66(C), pages 217-227.
References listed on IDEAS
- Jozef BarunÃk & Evžen KoÄ enda b,a & Lukáš Vácha, 2016.
"Volatility Spillovers Across Petroleum Markets,"
The Energy Journal, , vol. 37(1), pages 136-158, January.
- Jozef Baruník, Evzen Kocenda and Lukáa Vácha, 2015. "Volatility Spillovers Across Petroleum Markets," The Energy Journal, International Association for Energy Economics, vol. 0(Number 3).
- Jozef Barunik & Evzen Kocenda & Lukas Vacha, 2014. "How does bad and good volatility spill over across petroleum markets?," Papers 1405.2445, arXiv.org.
- Jozef Baruni & Evzen Kocenda & Lukas Vacha, 2015. "Volatility spillovers across petroleum markets," William Davidson Institute Working Papers Series wp1093, William Davidson Institute at the University of Michigan.
- Kalbaska, A. & Gątkowski, M., 2012. "Eurozone sovereign contagion: Evidence from the CDS market (2005–2010)," Journal of Economic Behavior & Organization, Elsevier, vol. 83(3), pages 657-673.
- Gardebroek, Cornelis & Hernandez, Manuel A., 2013.
"Do energy prices stimulate food price volatility? Examining volatility transmission between US oil, ethanol and corn markets,"
Energy Economics, Elsevier, vol. 40(C), pages 119-129.
- Gardebroek, Cornelis & Hernandez, Manuel A., 2012. "Do energy prices stimulate food price volatility? Examining volatility transmission between US oil, ethanol and corn markets," 123rd Seminar, February 23-24, 2012, Dublin, Ireland 122476, European Association of Agricultural Economists.
- Hernandez, Manuel A. & Gardebroek, Cornelis, 2012. "Do energy prices stimulate food price volatility? Examining volatility transmission between US oil, ethanol and corn markets," 2012 Annual Meeting, August 12-14, 2012, Seattle, Washington 124583, Agricultural and Applied Economics Association.
- 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.
- Nelson, Daniel B, 1991. "Conditional Heteroskedasticity in Asset Returns: A New Approach," Econometrica, Econometric Society, vol. 59(2), pages 347-370, March.
- Aboura, Sofiane & Chevallier, Julien, 2015.
"Volatility returns with vengeance: Financial markets vs. commodities,"
Research in International Business and Finance, Elsevier, vol. 33(C), pages 334-354.
- Sofiane Aboura & Julien Chevallier, 2015. "Volatility returns with vengeance: Financial markets vs. commodities," Post-Print hal-01529747, HAL.
- Antonakakis, Nikolaos & Vergos, Konstantinos, 2013.
"Sovereign bond yield spillovers in the Euro zone during the financial and debt crisis,"
Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 26(C), pages 258-272.
- Antonakakis, Nikolaos & Vergos, Konstantinos, 2012. "Sovereign Bond Yield Spillovers in the Euro Zone During the Financial and Debt Crisis," MPRA Paper 43284, University Library of Munich, Germany.
- Jin, Xiaoye & Xiaowen Lin, Sharon & Tamvakis, Michael, 2012. "Volatility transmission and volatility impulse response functions in crude oil markets," Energy Economics, Elsevier, vol. 34(6), pages 2125-2134.
- Hammoudeh, Shawkat & Liu, Tengdong & Chang, Chia-Lin & McAleer, Michael, 2013.
"Risk spillovers in oil-related CDS, stock and credit markets,"
Energy Economics, Elsevier, vol. 36(C), pages 526-535.
- Shawkat Hammoudeh & Tengdong Liu & Chia-Lin Chang & Michael McAleer, 2011. "Risk Spillovers in Oil-Related CDS, Stock and Credit Markets," Documentos de Trabajo del ICAE 2011-12, Universidad Complutense de Madrid, Facultad de Ciencias Económicas y Empresariales, Instituto Complutense de Análisis Económico.
- Shawkat Hammoudeh & Tengdong Liu & Chia-Lin Chang & Michael McAleer, 2011. "Risk Spillovers in Oil-Related CDS, Stock and Credit Markets," Working Papers in Economics 11/17, University of Canterbury, Department of Economics and Finance.
- Hammoudeh, S.M. & Liu, T. & Chang, C-L. & McAleer, M.J., 2011. "Risk Spillovers in Oil-Related CDS, Stock and Credit Markets," Econometric Institute Research Papers EI 2011-15, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute.
- Shawkat Hammoudeh & Tengdong Liu & Chia-Lin Chang & Michael McAleer, 2011. "Risk Spillovers in Oil-Related CDS, Stock and Credit Markets," KIER Working Papers 772, Kyoto University, Institute of Economic Research.
- Aloui, Riadh & Hammoudeh, Shawkat & Nguyen, Duc Khuong, 2013. "A time-varying copula approach to oil and stock market dependence: The case of transition economies," Energy Economics, Elsevier, vol. 39(C), pages 208-221.
- Karali, Berna & Ramirez, Octavio A., 2014.
"Macro determinants of volatility and volatility spillover in energy markets,"
Energy Economics, Elsevier, vol. 46(C), pages 413-421.
- Singh, Aaron & Karali, Berna & Ramirez, Octavio A., 2011. "High Price Volatility And Spillover Effects In Energy Markets," 2011 Annual Meeting, July 24-26, 2011, Pittsburgh, Pennsylvania 103593, Agricultural and Applied Economics Association.
- Mensi, Walid & Hammoudeh, Shawkat & Yoon, Seong-Min, 2015. "Structural breaks, dynamic correlations, asymmetric volatility transmission, and hedging strategies for petroleum prices and USD exchange rate," Energy Economics, Elsevier, vol. 48(C), pages 46-60.
- Brian J. Henderson & Neil D. Pearson & Li Wang, 2015. "Editor's Choice New Evidence on the Financialization of Commodity Markets," The Review of Financial Studies, Society for Financial Studies, vol. 28(5), pages 1285-1311.
- Shalini, Velappan & Prasanna, Krishna, 2016. "Impact of the financial crisis on Indian commodity markets: Structural breaks and volatility dynamics," Energy Economics, Elsevier, vol. 53(C), pages 40-57.
- Nazlioglu, Saban & Erdem, Cumhur & Soytas, Ugur, 2013. "Volatility spillover between oil and agricultural commodity markets," Energy Economics, Elsevier, vol. 36(C), pages 658-665.
- Chou, Ray Yeutien, 1988. "Volatility Persistence and Stock Valuations: Some Empirical Evidence Using Garch," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 3(4), pages 279-294, October-D.
- Go Tamakoshi, 2011. "European sovereign debt crisis and linkage of long-term government bond yields," Economics Bulletin, AccessEcon, vol. 31(3), pages 2191-2203.
- Mink, Mark & de Haan, Jakob, 2013. "Contagion during the Greek sovereign debt crisis," Journal of International Money and Finance, Elsevier, vol. 34(C), pages 102-113.
- 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.
- Silvennoinen, Annastiina & Thorp, Susan, 2013.
"Financialization, crisis and commodity correlation dynamics,"
Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 24(C), pages 42-65.
- Annastiina Silvennoinen & Susan Thorp, 2010. "Financialization, Crisis and Commodity Correlation Dynamics," Research Paper Series 267, Quantitative Finance Research Centre, University of Technology, Sydney.
- Zapata, Hector O. & Detre, Joshua D. & Hanabuchi, Tatsuya, 2012.
"Historical Performance of Commodity and Stock Markets,"
Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 44(3), pages 339-357, August.
- Zapata, Hector O. & Detre, Joshua D. & Hanabuchi, Tatsuya, 2012. "Historical Performance of Commodity and Stock Markets," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 44(3), pages 1-19, August.
- Shiu-Sheng Chen and Kai-Wei Hsu, 2013. "Oil Price Volatility and Bilateral Trade," The Energy Journal, International Association for Energy Economics, vol. 0(Number 1).
- Bollerslev, Tim, 1986.
"Generalized autoregressive conditional heteroskedasticity,"
Journal of Econometrics, Elsevier, vol. 31(3), pages 307-327, April.
- Tim Bollerslev, 1986. "Generalized autoregressive conditional heteroskedasticity," EERI Research Paper Series EERI RP 1986/01, Economics and Econometrics Research Institute (EERI), Brussels.
- Roger D. Huang & Ronald W. Masulis & Hans R. Stoll, 1996. "Energy shocks and financial markets," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 16(1), pages 1-27, February.
- Longstaff, Francis A., 2010. "The subprime credit crisis and contagion in financial markets," Journal of Financial Economics, Elsevier, vol. 97(3), pages 436-450, September.
- A Ciarreta and A Zarraga, 2015.
"Analysis of mean and volatility price transmissions in the MIBEL and EPEX electricity spot markets,"
The Energy Journal, International Association for Energy Economics, vol. 0(Number 4).
- Aitor Ciarreta & Ainhoa Zarraga, 2015. "Analysis of Mean and Volatility Price Transmissions in the MIBEL and EPEX Electricity Spot Markets," The Energy Journal, , vol. 36(4), pages 41-60, October.
- Nazlioglu, Saban & Soytas, Ugur & Gupta, Rangan, 2015. "Oil prices and financial stress: A volatility spillover analysis," Energy Policy, Elsevier, vol. 82(C), pages 278-288.
- Awartani, Basel & Maghyereh, Aktham Issa, 2013. "Dynamic spillovers between oil and stock markets in the Gulf Cooperation Council Countries," Energy Economics, Elsevier, vol. 36(C), pages 28-42.
- Marc Gronwald & Janina Ketterer & Stefan Trück, 2011. "The Relationship between Carbon, Commodity and Financial Markets: A Copula Analysis," The Economic Record, The Economic Society of Australia, vol. 87(s1), pages 105-124, September.
- Wen, Xiaoqian & Wei, Yu & Huang, Dengshi, 2012. "Measuring contagion between energy market and stock market during financial crisis: A copula approach," Energy Economics, Elsevier, vol. 34(5), pages 1435-1446.
- Samitas, Aristeidis & Tsakalos, Ioannis, 2013. "How can a small country affect the European economy? The Greek contagion phenomenon," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 25(C), pages 18-32.
- repec:ipg:wpaper:2014-561 is not listed on IDEAS
- Bollerslev, Tim, 1990. "Modelling the Coherence in Short-run Nominal Exchange Rates: A Multivariate Generalized ARCH Model," The Review of Economics and Statistics, MIT Press, vol. 72(3), pages 498-505, August.
- Mollick, André Varella & Assefa, Tibebe Abebe, 2013. "U.S. stock returns and oil prices: The tale from daily data and the 2008–2009 financial crisis," Energy Economics, Elsevier, vol. 36(C), pages 1-18.
- Hammoudeh, Shawkat & Nguyen, Duc Khuong & Reboredo, Juan Carlos & Wen, Xiaoqian, 2014. "Dependence of stock and commodity futures markets in China: Implications for portfolio investment," Emerging Markets Review, Elsevier, vol. 21(C), pages 183-200.
- Sebastian Missio & Sebastian Watzka, 2011. "Financial Contagion and the European Debt Crisis," CESifo Working Paper Series 3554, CESifo.
- Karolyi, G Andrew, 1995. "A Multivariate GARCH Model of International Transmissions of Stock Returns and Volatility: The Case of the United States and Canada," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(1), pages 11-25, January.
- repec:dau:papers:123456789/13359 is not listed on IDEAS
- Engle, Robert F, 1982. "Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation," Econometrica, Econometric Society, vol. 50(4), pages 987-1007, July.
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- Dony Abdul Chalid & Rangga Handika, 2022. "Comovement and contagion in commodity markets," Cogent Economics & Finance, Taylor & Francis Journals, vol. 10(1), pages 2064079-206, December.
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More about this item
Keywords
Energy markets; Contagion; Volatility spill-overs; European crisis;All these keywords.
JEL classification:
- G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
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