IDEAS home Printed from https://ideas.repec.org/a/eee/energy/v36y2011i5p3489-3500.html

Testing for unit roots, causality, cointegration, and efficiency: The case of the northwest US natural gas market

Author

Listed:
  • Gebre-Mariam, Yohannes Kebede

Abstract

The present study examined unit roots, causality, cointegration, and efficiency of the natural gas market using the Northwest US natural gas markets as a case study. The results indicate that the natural gas market prices are stationary after the first differencing, and that spot and futures natural gas prices move in a similar direction. Spot prices tend to exert significant influence on future prices for contracts with less than one year to maturity, but futures prices influence spot prices for contracts greater than one year to maturity. There are no arbitrages opportunities for daily market prices compared with weekly and monthly market price. Differences in regional market price are integrated of order one and characterized by long-run occurrence of the law of one price. Market prices in all market hubs move in similar direction with variance between spot and futures prices declining over time. Markets exhibit high risk premium for contracts with less than one year to maturity. The efficient market hypothesis holds true only for contracts with only about a month to maturity.

Suggested Citation

  • Gebre-Mariam, Yohannes Kebede, 2011. "Testing for unit roots, causality, cointegration, and efficiency: The case of the northwest US natural gas market," Energy, Elsevier, vol. 36(5), pages 3489-3500.
  • Handle: RePEc:eee:energy:v:36:y:2011:i:5:p:3489-3500
    DOI: 10.1016/j.energy.2011.03.055
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0360544211002234
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.energy.2011.03.055?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. John Cuddington & Zhongmin Wang, 2006. "Assessing the Degree of Spot Market Integration for U.S. Natural Gas: Evidence from Daily Price Data," Journal of Regulatory Economics, Springer, vol. 29(2), pages 195-210, March.
    2. MacKinnon, James G & Haug, Alfred A & Michelis, Leo, 1999. "Numerical Distribution Functions of Likelihood Ratio Tests for Cointegration," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 14(5), pages 563-577, Sept.-Oct.
    3. Apostolos Serletis & Ricardo Rangel-Ruiz, 2007. "Testing for Common Features in North American Energy Markets," World Scientific Book Chapters, in: Quantitative And Empirical Analysis Of Energy Markets, chapter 14, pages 172-187, World Scientific Publishing Co. Pte. Ltd..
    4. Robert Engle & Clive Granger, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    5. George K. Zestos & Xiangnan Tao, 2002. "Trade and GDP Growth: Causal Relations in the United States and Canada," Southern Economic Journal, Southern Economic Association, vol. 68(4), pages 859-874, April.
    6. Herbert, John H, 1995. "Trading volume, maturity and natural gas futures price volatility," Energy Economics, Elsevier, vol. 17(4), pages 293-299, October.
    7. repec:aen:journl:1994v15-04-a03 is not listed on IDEAS
    8. repec:aen:journl:1993v14-04-a01 is not listed on IDEAS
    9. Fama, Eugene F, 1970. "Efficient Capital Markets: A Review of Theory and Empirical Work," Journal of Finance, American Finance Association, vol. 25(2), pages 383-417, May.
    10. repec:aen:journl:1996v17-02-a02 is not listed on IDEAS
    11. Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-438, July.
    12. Doane, Michael J & Spulber, Daniel F, 1994. "Open Access and the Evolution of the U.S. Spot Market for Natural Gas," Journal of Law and Economics, University of Chicago Press, vol. 37(2), pages 477-517, October.
    13. Johansen, Soren, 1991. "Estimation and Hypothesis Testing of Cointegration Vectors in Gaussian Vector Autoregressive Models," Econometrica, Econometric Society, vol. 59(6), pages 1551-1580, November.
    14. Jacques Raynauld & Jacques Tessier, 1984. "Risk premiums in futures markets: An empirical investigation," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 4(2), pages 189-211, June.
    15. Phillips, P C B, 1987. "Time Series Regression with a Unit Root," Econometrica, Econometric Society, vol. 55(2), pages 277-301, March.
    16. Brenner, Robin J. & Kroner, Kenneth F., 1995. "Arbitrage, Cointegration, and Testing the Unbiasedness Hypothesis in Financial Markets," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 30(1), pages 23-42, March.
    17. Apostolos Serletis, 2007. "Is There an East-West Split in North American Natural Gas Markets?," World Scientific Book Chapters, in: Quantitative And Empirical Analysis Of Energy Markets, chapter 6, pages 59-72, World Scientific Publishing Co. Pte. Ltd..
    18. Herbert, John H., 1993. "The relation of monthly spot to futures prices for natural gas," Energy, Elsevier, vol. 18(11), pages 1119-1124.
    19. De Vany, Arthur & David Walls, W., 1994. "Natural gas industry transformation, competitive institutions and the role of regulation : Lessons from open access in US natural gas markets," Energy Policy, Elsevier, vol. 22(9), pages 755-763, September.
    20. Arthur De Vany & W. David Walls, 1993. "Pipeline Access and Market Integration in the Natural Gas Industry: Evidence from Cointegration Tests," The Energy Journal, , vol. 14(4), pages 1-19, October.
    21. repec:aen:journl:1997v18-01-a02 is not listed on IDEAS
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Belhoula, Mohamed Malek & Mensi, Walid & Al-Yahyaee, Khamis Hamed, 2024. "Dynamic speculation and efficiency in European natural gas markets during the COVID-19 and Russia-Ukraine crises," Resources Policy, Elsevier, vol. 98(C).
    2. Schipfer, Fabian & Kranzl, Lukas & Olsson, Olle & Lamers, Patrick, 2020. "The European wood pellets for heating market - Price developments, trade and market efficiency," Energy, Elsevier, vol. 212(C).
    3. George P. Papaioannou & Christos Dikaiakos & Akylas C. Stratigakos & Panos C. Papageorgiou & Konstantinos F. Krommydas, 2019. "Testing the Efficiency of Electricity Markets Using a New Composite Measure Based on Nonlinear TS Tools," Energies, MDPI, vol. 12(4), pages 1-30, February.
    4. Jawadi, Fredj & Ftiti, Zied & Hdia, Mouna, 2017. "Assessing efficiency and investment opportunities in commodities: A time series and portfolio simulations approach," Economic Modelling, Elsevier, vol. 64(C), pages 567-588.
    5. Dergiades, Theologos & Madlener, Reinhard & Christofidou, Georgia, 2018. "The nexus between natural gas spot and futures prices at NYMEX: Do weather shocks and non-linear causality in low frequencies matter?," The Journal of Economic Asymmetries, Elsevier, vol. 18(C), pages 1-1.
    6. Sebastian Nick, 2013. "Price Formation and Intertemporal Arbitrage within a Low-Liquidity Framework: Empirical Evidence from European Natural Gas Markets," EWI Working Papers 2013-14, Energiewirtschaftliches Institut an der Universitaet zu Koeln (EWI).
    7. repec:aen:journl:ej37-2-nick is not listed on IDEAS
    8. Amina Baba & Sana Ben Kebaier & Anna Creti, 2024. "How efficient are natural gas markets in practice? A wavelet-based approach," Annals of Operations Research, Springer, vol. 334(1), pages 623-677, March.
    9. Wang, Jianli & Qiu, Shushu & Yick, Ho Yin, 2022. "The influence of the Shanghai crude oil futures on the global and domestic oil markets," Energy, Elsevier, vol. 245(C).
    10. Kristoufek, Ladislav & Vosvrda, Miloslav, 2014. "Commodity futures and market efficiency," Energy Economics, Elsevier, vol. 42(C), pages 50-57.
    11. Hudák, Milan & Čermáková, Klára & Kadeřábková, Božena & Popescu, Irina Alina & Balsalobre-Lorente, Daniel, 2026. "From fragmentation to integration: Gas market convergence in Central and Eastern Europe in the aftermath of the EU energy crisis," Energy Policy, Elsevier, vol. 208(C).
    12. Monteux, Manou & Arcuri, Maria Cristina & Gandolfi, Gino & Caselli, Stefano, 2025. "Can extreme weather forecasts lead to a risk premium? Evidence of a non-linear response in U.S. natural gas futures," The North American Journal of Economics and Finance, Elsevier, vol. 80(C).
    13. Onder Buberkoku, 2017. "Examining Energy Futures Market Efficiency Under Multiple Regime Shifts," International Journal of Energy Economics and Policy, Econjournals, vol. 7(6), pages 61-71.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Amina Baba & Sana Ben Kebaier & Anna Creti, 2024. "How efficient are natural gas markets in practice? A wavelet-based approach," Annals of Operations Research, Springer, vol. 334(1), pages 623-677, March.
    2. Christian Growitsch & Marcus Stronzik & Rabindra Nepal, 2015. "Price Convergence and Information Efficiency in German Natural Gas Markets," German Economic Review, Verein für Socialpolitik, vol. 16(1), pages 87-103, February.
    3. Scarcioffolo, Alexandre Ribeiro & Etienne, Xiaoli L., 2019. "How connected are the U.S. regional natural gas markets in the post-deregulation era? Evidence from time-varying connectedness analysis," Journal of Commodity Markets, Elsevier, vol. 15(C), pages 1-1.
    4. Park, Haesun & Mjelde, James W. & Bessler, David A., 2008. "Price interactions and discovery among natural gas spot markets in North America," Energy Policy, Elsevier, vol. 36(1), pages 290-302, January.
    5. repec:isu:genstf:200901010800001849 is not listed on IDEAS
    6. Kyle Olsen & James Mjelde & David Bessler, 2015. "Price formulation and the law of one price in internationally linked markets: an examination of the natural gas markets in the USA and Canada," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 54(1), pages 117-142, January.
    7. Avalos, Roger & Fitzgerald, Timothy & Rucker, Randal R., 2016. "Measuring the effects of natural gas pipeline constraints on regional pricing and market integration," Energy Economics, Elsevier, vol. 60(C), pages 217-231.
    8. Thomas B. Götz & Alain W. Hecq, 2019. "Granger Causality Testing in Mixed‐Frequency VARs with Possibly (Co)Integrated Processes," Journal of Time Series Analysis, Wiley Blackwell, vol. 40(6), pages 914-935, November.
    9. Nguyen, Tien-Trung & Wu, Yang-Che & Ke, Mei-Chu & Liao, Tung Liang, 2022. "Can direct government intervention save the stock market?," The Quarterly Review of Economics and Finance, Elsevier, vol. 84(C), pages 271-284.
    10. Dukhanina, Ekaterina & Massol, Olivier & Lévêque, François, 2019. "Policy measures targeting a more integrated gas market: Impact of a merger of two trading zones on prices and arbitrage activity in France," Energy Policy, Elsevier, vol. 132(C), pages 583-593.
    11. Martin T. Bohl & Alexander Pütz & Pierre L. Siklos & Christoph Sulewski, 2018. "Information Transmission under Increasing Political Tension – Evidence for the Berlin Produce Exchange 1887-1896," CQE Working Papers 7618, Center for Quantitative Economics (CQE), University of Muenster.
    12. Eleni Constantinou & Avo Kazandjian & Georgios P. Kouretas & Vera Tahmazian, 2008. "Common Stochastic Trends Among The Cyprus Stock Exchange And The Ase, Lse And Nyse," Bulletin of Economic Research, Wiley Blackwell, vol. 60(4), pages 327-349, October.
    13. Hasanli, Mübariz, 2024. "Re-examining crude oil and natural gas price relationship: Evidence from time-varying regime-switching models," Energy Economics, Elsevier, vol. 133(C).
    14. Tswei, Keshin, 2013. "Is transaction price more value relevant compared to accounting information? An investigation of a time-series approach," Pacific-Basin Finance Journal, Elsevier, vol. 21(1), pages 1062-1078.
    15. Zaman, Rubaiya, 2012. "CO2 Emissions, Trade Openness and GDP Percapita : Bangladesh Perspective," MPRA Paper 48515, University Library of Munich, Germany.
    16. Lütkepohl,Helmut & Krätzig,Markus (ed.), 2004. "Applied Time Series Econometrics," Cambridge Books, Cambridge University Press, number 9780521547871, Enero-Abr.
    17. Gupta, Rakesh & Guidi, Francesco, 2012. "Cointegration relationship and time varying co-movements among Indian and Asian developed stock markets," International Review of Financial Analysis, Elsevier, vol. 21(C), pages 10-22.
    18. Ditimi Amassoma & O. Adeleke, 2018. "Testing for the Causality between Interest Rate and Stock Market Performance in Nigeria," Economic Studies journal, Bulgarian Academy of Sciences - Economic Research Institute, issue 3, pages 109-124.
    19. Ghoddusi, Hamed, 2016. "Integration of physical and futures prices in the US natural gas market," Energy Economics, Elsevier, vol. 56(C), pages 229-238.
    20. Olivier Massol & Albert Banal-Estañol, 2014. "Market power across the Channel: Are Continental European gas markets isolated ?," Working Papers hal-02475017, HAL.
    21. Judith A. Clarke & Sadaf Mirza, 2003. "Some Finite Sample Results On Testing For Granger Noncausality," Econometrics Working Papers 0305, Department of Economics, University of Victoria.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:energy:v:36:y:2011:i:5:p:3489-3500. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/energy .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.