IDEAS home Printed from https://ideas.repec.org/a/eee/ecolet/v107y2010i2p165-168.html
   My bibliography  Save this article

Spurious correlation under fractional integration in output series

Author

Listed:
  • Dalkir, Mehmet

Abstract

This article identifies caveats of using the correlation coefficient between two fractionally integrated time series as a measure of association between them, and compares various procedures for removing the long-range dependence component in the output series of the G7.

Suggested Citation

  • Dalkir, Mehmet, 2010. "Spurious correlation under fractional integration in output series," Economics Letters, Elsevier, vol. 107(2), pages 165-168, May.
    • Handle: RePEc:eee:ecolet:v:107:y:2010:i:2:p:165-168
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0165-1765(10)00015-7
    Download Restriction: Full text for ScienceDirect subscribers only
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Brian M. Doyle & Jon Faust, 2005. "Breaks in the Variability and Comovement of G-7 Economic Growth," The Review of Economics and Statistics, MIT Press, vol. 87(4), pages 721-740, November.
    2. Robin L. Lumsdaine & Eswar S. Prasad, 2003. "Identifying the Common Component of International Economic Fluctuations: A New Approach," Economic Journal, Royal Economic Society, vol. 113(484), pages 101-127, January.
    3. Jean Imbs, 2004. "Trade, Finance, Specialization, and Synchronization," The Review of Economics and Statistics, MIT Press, vol. 86(3), pages 723-734, August.
    4. Phillips, P.C.B., 1986. "Understanding spurious regressions in econometrics," Journal of Econometrics, Elsevier, vol. 33(3), pages 311-340, December.
    5. M. Ayhan Kose & Eswar S. Prasad & Marco E. Terrones, 2003. "How Does Globalization Affect the Synchronization of Business Cycles?," American Economic Review, American Economic Association, vol. 93(2), pages 57-62, May.
    6. Backus, David K & Kehoe, Patrick J, 1992. "International Evidence of the Historical Properties of Business Cycles," American Economic Review, American Economic Association, vol. 82(4), pages 864-888, September.
    7. Wen‐Jen Tsay, 2007. "Using Difference‐Based Methods for Inference in Regression with Fractionally Integrated Processes," Journal of Time Series Analysis, Wiley Blackwell, vol. 28(6), pages 827-843, November.
    8. Chung, Ching-Fan, 2002. "Sample Means, Sample Autocovariances, And Linear Regression Of Stationary Multivariate Long Memory Processes," Econometric Theory, Cambridge University Press, vol. 18(1), pages 51-78, February.
    9. Shimotsu, Katsumi & Phillips, Peter C B, 2002. "Exact Local Whittle Estimation of Fractional Integration," Economics Discussion Papers 8838, University of Essex, Department of Economics.
    10. Baxter, Marianne & Kouparitsas, Michael A., 2005. "Determinants of business cycle comovement: a robust analysis," Journal of Monetary Economics, Elsevier, vol. 52(1), pages 113-157, January.
    11. Tsay, Wen-Jen & Chung, Ching-Fan, 2000. "The spurious regression of fractionally integrated processes," Journal of Econometrics, Elsevier, vol. 96(1), pages 155-182, May.
    12. Granger, C. W. J. & Newbold, P., 1974. "Spurious regressions in econometrics," Journal of Econometrics, Elsevier, vol. 2(2), pages 111-120, July.
    13. Michael D. Bordo & Thomas Helbling, 2003. "Have National Business Cycles Become More Synchronized?," NBER Working Papers 10130, National Bureau of Economic Research, Inc.
    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. Guglielmo Maria Caporale & Luis Alberiko Gil‐Alana, 2022. "Trends and cycles in macro series: The case of US real GDP," Bulletin of Economic Research, Wiley Blackwell, vol. 74(1), pages 123-134, January.

    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. Ayhan Kose, M. & Otrok, Christopher & Whiteman, Charles H., 2008. "Understanding the evolution of world business cycles," Journal of International Economics, Elsevier, vol. 75(1), pages 110-130, May.
    2. E. Monnet & D. Puy, 2016. "Has Globalization Really Increased Business Cycle Synchronization?," Working papers 592, Banque de France.
    3. S颡stien Wälti, 2012. "The myth of decoupling," Applied Economics, Taylor & Francis Journals, vol. 44(26), pages 3407-3419, September.
    4. Herrerias, M.J. & Ordóñez, J., 2014. "If the United States sneezes, does the world need “pain-killers”?," International Review of Economics & Finance, Elsevier, vol. 31(C), pages 159-170.
    5. U. Michael Bergman & Lars Jonung, 2011. "Business Cycle Synchronization In Europe: Evidence From The Scandinavian Currency Union," Manchester School, University of Manchester, vol. 79(2), pages 268-292, March.
    6. Alain Kabundi & Francisco Nadal De Simone, 2011. "France in the global economy: a structural approximate dynamic factor model analysis," Empirical Economics, Springer, vol. 41(2), pages 311-342, October.
    7. Chang, Koyin & Kim, Yoonbai & Tomljanovich, Marc & Ying, Yung-Hsiang, 2013. "Do political parties foster business cycles? An examination of developed economies," Journal of Comparative Economics, Elsevier, vol. 41(1), pages 212-226.
    8. Jakob De Haan & Robert Inklaar & Richard Jong‐A‐Pin, 2008. "Will Business Cycles In The Euro Area Converge? A Critical Survey Of Empirical Research," Journal of Economic Surveys, Wiley Blackwell, vol. 22(2), pages 234-273, April.
    9. Nicholas Sly & Caroline Weber, 2015. "Global tax policy and the synchronization of business cycles," Research Working Paper RWP 15-7, Federal Reserve Bank of Kansas City.
    10. Bergman, Michael, 2004. "How Similar Are European Business Cycles?," Working Papers 2004:9, Lund University, Department of Economics.
    11. Igan, Deniz & Kabundi, Alain & Nadal De Simone, Francisco & Pinheiro, Marcelo & Tamirisa, Natalia, 2011. "Housing, credit, and real activity cycles: Characteristics and comovement," Journal of Housing Economics, Elsevier, vol. 20(3), pages 210-231, September.
    12. Blonigen, Bruce A. & Piger, Jeremy & Sly, Nicholas, 2014. "Comovement in GDP trends and cycles among trading partners," Journal of International Economics, Elsevier, vol. 94(2), pages 239-247.
    13. Wälti, Sébastien, 2010. "No decoupling, more interdependence: business cycle comovements between advanced and emerging economies," MPRA Paper 20869, University Library of Munich, Germany.
    14. Nicholas Sly & Caroline Weber, 2017. "Bilateral Tax Treaties and GDP Comovement," Review of International Economics, Wiley Blackwell, vol. 25(2), pages 292-319, May.
    15. M. Ayhan Kose & Christopher Otrok & Eswar Prasad, 2012. "Global Business Cycles: Convergence Or Decoupling?," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 53(2), pages 511-538, May.
    16. Marek Lubiński, 2007. "International Business Cycle," Contemporary Economics, University of Economics and Human Sciences in Warsaw., vol. 1(2), June.
    17. Sebnem Kalemli-Ozcan & Elias Papaioannou & José-Luis Peydró, 2013. "Financial Regulation, Financial Globalization, and the Synchronization of Economic Activity," Journal of Finance, American Finance Association, vol. 68(3), pages 1179-1228, June.
    18. Imbs, Jean, 2006. "The real effects of financial integration," Journal of International Economics, Elsevier, vol. 68(2), pages 296-324, March.
    19. Pedro André Cerqueira, 2014. "Business Cycle Synchronization and Volatility Shifts," GEMF Working Papers 2014-19, GEMF, Faculty of Economics, University of Coimbra.
    20. Eickmeier, Sandra, 2006. "Comovements and heterogeneity in the Comovements and heterogeneity in the dynamic factor model," Discussion Paper Series 1: Economic Studies 2006,31, Deutsche Bundesbank.

    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:ecolet:v:107:y:2010:i:2:p:165-168. 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.elsevier.com/locate/ecolet .

    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.