The spillover effects across natural gas and oil markets: Based on the VEC–MGARCH framework

Abstract This paper empirically investigates both price and volatility spillover effects in a comprehensive VEC–MGARCH framework. The hedging strategy is further discussed using the spillover effects. Crude oil and natural gas markets of US, Europe and Japan are examined for regional segmentation and different pricing mechanisms of natural gas. Our results show that the European and Japanese gas prices are cointegrated with Brent oil prices, but US gas price is decoupled from oil due to natural gas market liberalization and shale gas expansion. In all cases, the results support the presence of price spillover from crude oil markets to natural gas markets, but a reverse relationship does not exist. The asymmetric price spillover effects might be explained by the relative size of each market. It was also found that the volatility in oil market seems to spillover to the natural gas market, and vice versa, in both US and Europe. On the contrary, volatility seems to be independent in natural gas and oil markets in Japan. The difference in the results of the volatility spillover effects could be explained by the pricing mechanism of natural gas, especially the risk avoidance mechanism in gas pricing in Japan. The risk management performance of hedging strategy is remarkable considering volatility spillover.

[1]  F. Diebold,et al.  Measuring Financial Asset Return and Volatility Spillovers, with Application to Global Equity Markets , 2008 .

[2]  C. Granger,et al.  Co-integration and error correction: representation, estimation and testing , 1987 .

[3]  Susan Sunila Sharma,et al.  New evidence on oil price and firm returns , 2011 .

[4]  I.K.M. Mokhtarul Wadud,et al.  Oil price uncertainty, monetary policy and the macroeconomy: The Canadian perspective , 2013 .

[5]  Jo-Hui Chen,et al.  THE SEASONAL AND SPILLOVER EFFECTS OF REAL ESTATE INVESTMENT TRUSTS (REIT) EXCHANGE-TRADED FUNDS (ETFS) , 2014 .

[6]  Wensheng Kang,et al.  The Impact of Oil Price Shocks on U.S. Bond Market Returns , 2014 .

[7]  A. M. Masih,et al.  Price dynamics of natural gas and the regional methanol markets , 2010 .

[8]  P. Narayan,et al.  Does data frequency matter for the impact of forward premium on spot exchange rate , 2015 .

[9]  Antonio Pesce International (spillovers in) macrofinancial linkages and the decoupling phenomenon , 2014 .

[10]  J. Reboredo Volatility spillovers between the oil market and the European Union carbon emission market , 2014 .

[11]  P. Narayan,et al.  An analysis of commodity markets: What gain for investors? , 2013 .

[12]  Farooq Malik,et al.  Shock and volatility transmission in the oil, US and Gulf equity markets , 2007 .

[13]  R. Engle,et al.  Multivariate Simultaneous Generalized ARCH , 1995, Econometric Theory.

[14]  Seema Narayan,et al.  Modelling oil price volatility , 2007 .

[15]  N. Antonakakis,et al.  Dynamic spillovers of oil price shocks and economic policy uncertainty , 2014 .

[16]  Convergence of European spot market prices for natural gas? A real-time analysis of market integration using the Kalman Filter , 2006 .

[17]  B. Ewing,et al.  Volatility transmission in the oil and natural gas markets , 2002 .

[18]  P. Narayan,et al.  Size and power properties of structural break unit root tests , 2011 .

[19]  Mark C. Strazicich,et al.  Minimum Lagrange Multiplier Unit Root Test with Two Structural Breaks , 2003, Review of Economics and Statistics.

[20]  Howard V. Rogers,et al.  Challenges to JCC Pricing in Asian LNG Markets , 2014 .

[21]  Hsiang-Hsi Liu,et al.  A study on the volatility spillovers, long memory effects and interactions between carbon and energy markets: The impacts of extreme weather , 2013 .

[22]  M. Arouri,et al.  On the effects of world stock market and oil price shocks on food prices: An empirical investigation based on TVP-VAR models with stochastic volatility , 2014 .

[23]  P. Erdős,et al.  Have oil and gas prices got separated , 2012 .

[24]  Salma Fattoum,et al.  Working Paper n ° : 2013-2505 Return and volatility transmission between oil prices and Oil-exporting and Oil-importing Countries , 2015 .

[25]  Christian von Hirschhausen,et al.  International Market Integration for Natural Gas? A Cointegration Analysis of Prices in Europe, North America and Japan , 2005 .

[26]  Helmut Ltkepohl,et al.  New Introduction to Multiple Time Series Analysis , 2007 .

[27]  Robert F. Engle,et al.  Meteor Showers or Heat Waves? Heteroskedastic Intra-Daily Volatility in the Foreign Exchange Market , 1988 .

[28]  Subarna K. Samanta,et al.  Co-movements of Oil, Gold, the U.S. Dollar, and Stocks , 2012 .

[29]  Petter Osmundsen,et al.  Gas Versus Oil Prices: The Impact of Shale Gas , 2011 .

[30]  Susan Sunila Sharma,et al.  Firm return volatility and economic gains: The role of oil prices , 2014 .

[31]  Theodore Panagiotidis,et al.  Oil and gas markets in the UK : Evidence from a cointegrating approach , 2007 .

[32]  Hassan Tehranian,et al.  AN EMPIRICAL ANALYSIS OF INSURED PORTFOLIO STRATEGIES USING LISTED OPTIONS , 1988 .

[33]  Takuji Kinkyo,et al.  Macroeconomic impacts of oil prices and underlying financial shocks , 2014 .

[34]  A. Maghyereh,et al.  Dynamic spillovers between oil and stock markets in the Gulf Cooperation Council Countries , 2013 .

[35]  Yudong Wang,et al.  Are crude oil spot and futures prices cointegrated? Not always! , 2013 .

[36]  J. M. Griffin,et al.  Testing for Market Integration Crude Oil, Coal, and Natural Gas , 2006 .

[37]  P. Narayan,et al.  The Oil Stock Fluctuations in the United States , 2010 .

[38]  Kalok Chan,et al.  Intraday Volatility in the Stock Index and Stock Index Futures Markets , 1991 .

[39]  Matthew T. Holt,et al.  Crack spread hedging: accounting for time-varying volatility spillovers in the energy futures markets , 2002 .

[40]  A. Neumann Linking Natural Gas Markets - Is LNG Doing its Job? , 2008 .

[41]  Frederick L. Joutz,et al.  The Relationship Between Crude Oil and Natural Gas Prices , 2006 .

[42]  S. Johansen STATISTICAL ANALYSIS OF COINTEGRATION VECTORS , 1988 .

[43]  Kyung Hwan Yoon,et al.  The Impact of Oil Price Shocks on the Stock Market Return and Volatility Relationship , 2015 .

[44]  Susan Sunila Sharma,et al.  Oil price and stock returns of consumers and producers of crude oil , 2015 .

[45]  Boqiang Lin,et al.  Oil price fluctuation, volatility spillover and the Ghanaian equity market: Implication for portfolio management and hedging effectiveness , 2014 .

[46]  B. Ewing,et al.  Volatility transmission between gold and oil futures under structural breaks , 2013 .

[47]  Liu Shiping,et al.  Volatility spillovers in China’s crude oil, corn and fuel ethanol markets , 2013 .

[48]  Do US macroeconomic conditions affect Asian stock markets , 2012 .

[49]  F. Asche,et al.  European Market Integration for Gas? Volume Flexibility And Political Risk , 2000, SSRN Electronic Journal.

[50]  P. Narayan,et al.  Do momentum-based trading strategies work in the commodity futures markets? , 2015 .

[51]  Assessing the Degree of Spot Market Integration for U.S. Natural Gas: Evidence from Daily Price Data , 2006 .

[52]  G. D. Truchis,et al.  On the risk comovements between the crude oil market and U.S. dollar exchange rates , 2016 .

[53]  P. Narayan,et al.  Stock returns, mutual fund flows and spillover shocks , 2014 .

[54]  U. Soytaş,et al.  Volatility spillover from world oil spot markets to aggregate and electricity stock index returns in Turkey , 2011 .

[55]  Bing Zhang,et al.  Return and volatility spillovers between china and world oil markets , 2014 .

[56]  F. Diebold,et al.  Better to Give than to Receive: Predictive Directional Measurement of Volatility Spillovers , 2010 .

[57]  Sung Y. Park,et al.  Do net positions in the futures market cause spot prices of crude oil , 2014 .

[58]  J. Wooldridge,et al.  A Capital Asset Pricing Model with Time-Varying Covariances , 1988, Journal of Political Economy.

[59]  Shunsuke Managi,et al.  Correlations and volatility spillovers across commodity and stock markets: Linking energies, food, and gold , 2013 .

[60]  O. Ramírez,et al.  Macro determinants of volatility and volatility spillover in energy markets , 2014 .

[61]  Duc Khuong Nguyen,et al.  On the impacts of oil price fluctuations on European equity markets: Volatility spillover and hedging effectiveness , 2012 .

[62]  A. D. Vany,et al.  Pipeline Access and Market Integration in the Natural Gas Industry: Evidence from Cointegration Tests , 1993 .

[63]  Aviral Kumar Tiwari,et al.  On the relationship between oil price and exchange rates: A wavelet analysis , 2013 .