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Identifying long-run and short-run relationships in the European Union softwood market

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  • Banaś, Jan
  • Šafařík, Dalibor
  • Utnik-Banaś, Katarzyna
  • Hlaváčková, Petra

Abstract

We analyzed the relationship of the softwood market in chosen EU countries. The long-run relationship was tested using the multivariate Johansen procedure and bivariate Engle-Granger cointegration test. Precedence and causality of markets in the short-run were tested using the weak exogeneity test for cointegrated markets and the Granger causality test for not cointegrated. The material consists of quarterly sawlog and pulpwood delivery prices (spruce and pine) covering 2005 to 2020. Using the Zivot-Andrew and Chow test, we identify a structural break in price series between 2007 and 2009 (breakpoints differ between markets) accruing during the great financial crisis. Results indicated that seven of seventeen sawlogs and nine of fifteen pulpwood markets were cointegrated. Long-term cointegration relationship was stated between neighboring markets: Austria, Czechia, Germany, Slovakia, and in the case of pulpwood, additionally between Finland and Germany and Czechia. In short-run causality analysis, sawlog markets in Austria, Germany, and Finland were identified as leaders and Czechia, Estonia, Poland, and Slovakia as followers. In pulpwood markets, leading prices were identified in Austria, Czechia, and Germany, and following prices in Poland, Sweden and Lithuania.

Suggested Citation

  • Banaś, Jan & Šafařík, Dalibor & Utnik-Banaś, Katarzyna & Hlaváčková, Petra, 2022. "Identifying long-run and short-run relationships in the European Union softwood market," Forest Policy and Economics, Elsevier, vol. 143(C).
    • Handle: RePEc:eee:forpol:v:143:y:2022:i:c:s1389934122001344
    DOI: 10.1016/j.forpol.2022.102821
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    1. Fuhrmann, Marilene & Dißauer, Christa & Strasser, Christoph & Schmid, Erwin, 2021. "Analysing price cointegration of sawmill by-products in the forest-based sector in Austria," Forest Policy and Economics, Elsevier, vol. 131(C).
    2. Stigler, George J & Sherwin, Robert A, 1985. "The Extent of the Market," Journal of Law and Economics, University of Chicago Press, vol. 28(3), pages 555-585, October.
      • Stigler, George J. & Sherwin, Robert A., 1983. "The Extent of the Market," Working Papers 31, The University of Chicago Booth School of Business, George J. Stigler Center for the Study of the Economy and the State.
    3. Dickey, David A & Fuller, Wayne A, 1981. "Likelihood Ratio Statistics for Autoregressive Time Series with a Unit Root," Econometrica, Econometric Society, vol. 49(4), pages 1057-1072, June.
    4. Johansen, Soren & Juselius, Katarina, 1990. "Maximum Likelihood Estimation and Inference on Cointegration--With Applications to the Demand for Money," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 52(2), pages 169-210, May.
    5. Yin, Runsheng & Xu, Jintao, 2003. "Identifying the inter-market relationships of forest products in the Pacific Northwest with cointegration and causality tests," Forest Policy and Economics, Elsevier, vol. 5(3), pages 305-315, September.
    6. Zivot, Eric & Andrews, Donald W K, 2002. "Further Evidence on the Great Crash, the Oil-Price Shock, and the Unit-Root Hypothesis," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 25-44, January.
    7. Stordal, Stale & Nyrud, Anders Q., 2003. "Testing roundwood market efficiency using a multivariate cointegration estimator," Forest Policy and Economics, Elsevier, vol. 5(1), pages 57-68, January.
    8. Nanang, David M., 2000. "A multivariate cointegration test of the law of one price for Canadian softwood lumber markets," Forest Policy and Economics, Elsevier, vol. 1(3-4), pages 347-355, December.
    9. Yin, Runsheng & Newman, David H. & Siry, Jacek, 2002. "Testing for market integration among southern pine regions," Journal of Forest Economics, Elsevier, vol. 8(2), pages 151-166.
    10. Zhou, Mo & Buongiorno, Joseph, 2006. "Space-Time Modeling of Timber Prices," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 31(1), pages 1-17, April.
    11. La, Le & Mei, Bin, 2015. "Portfolio diversification through timber real estate investment trusts: A cointegration analysis," Forest Policy and Economics, Elsevier, vol. 50(C), pages 269-274.
    12. Engle, Robert & Granger, Clive, 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.
    13. Jeffrey P. Prestemon & Thomas P. Holmes, 2000. "Timber Price Dynamics Following a Natural Catastrophe," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 82(1), pages 145-160.
    14. Yin, Runsheng & Baek, Jungho, 2004. "The US-Canada softwood lumber trade dispute: what we know and what we need to know," Forest Policy and Economics, Elsevier, vol. 6(2), pages 129-143, March.
    15. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    16. Toivonen, Ritva & Toppinen, Anne & Tilli, Tapio, 2002. "Integration of roundwood markets in Austria, Finland and Sweden," Forest Policy and Economics, Elsevier, vol. 4(1), pages 33-42, May.
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    1. Hlaváčková, Petra & Banaś, Jan & Utnik-Banaś, Katarzyna, 2024. "Intervention analysis of COVID-19 pandemic impact on timber price in selected markets," Forest Policy and Economics, Elsevier, vol. 159(C).
    2. Korhonen, Jaana & Henderson, Jesse D. & Prestemon, Jeffrey, 2023. "National forest timber bids and export price interlinkages in the USA: The bounds testing approach," Forest Policy and Economics, Elsevier, vol. 152(C).

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