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U.S. softwood lumber demand and supply estimation using cointegration in dynamic equations

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  • Song, Nianfu
  • Chang, Sun Joseph
  • Aguilar, Francisco X.

Abstract

This research estimated dynamic supply and demand equations for the U.S. softwood lumber using two-stage least squares. Long-run and ECM equations were derived from the estimated coefficients. Empirical data included monthly observations from 1990 to late 2006. Stationarity of the residuals was explored using Augmented Dickey-Fuller statistics. Results suggest that demand and supply elasticities in both short and long-run are relatively small compared with past studies. The Canadian softwood lumber supply to the U.S. is more price elastic than the domestic softwood lumber supply. U.S. import tariffs have had limited impact on the amount of softwood lumber imported from Canada. Technological progress and end-of-year seasonal effects on softwood lumber demand and supply were significant over this period.

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  • Song, Nianfu & Chang, Sun Joseph & Aguilar, Francisco X., 2011. "U.S. softwood lumber demand and supply estimation using cointegration in dynamic equations," Journal of Forest Economics, Elsevier, vol. 17(1), pages 19-33, January.
  • Handle: RePEc:eee:foreco:v:17:y:2011:i:1:p:19-33
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    1. Anthony Mogus & Brad Stennes & G. Cornelis van Kooten, 2005. "Canada-US Softwood Lumber Trade Revisited: Examining the Role of Substitution Bias in the Context of a Spatial Price Equilibrium Framework," Working Papers 2005-08, University of Victoria, Department of Economics, Resource Economics and Policy Analysis Research Group.
    2. Cheng Hsiao, 1997. "Statistical Properties of the Two-Stage Least Squares Estimator Under Cointegration," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(3), pages 385-398.
    3. Giridhar Myneni & Jeffrey H. Dorfman & Glenn C. W. Ames, 1994. "Welfare Impacts of the Canada-U.S. Softwood Lumber Trade Dispute: Beggar Thy Consumer Trade Policy," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 42(3), pages 261-271, November.
    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. Jean-Thomas Bernard & Luc Bouthillier & Jérôme Catimel & Nancy Gélinas, 1997. "An Integrated Model of Québec-Ontario-U.S. Northeast Softwood Lumber Markets," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 79(3), pages 987-1000.
    6. Robert A. Collins & Peter J. Barry, 1986. "Risk Analysis with Single-Index Portfolio Models: An Application to Farm Planning," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 68(1), pages 152-161.
    7. 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.
    8. Granger, C. W. J. & Newbold, P., 1974. "Spurious regressions in econometrics," Journal of Econometrics, Elsevier, vol. 2(2), pages 111-120, July.
    9. Golinelli, Roberto & Rovelli, Riccardo, 2005. "Monetary policy transmission, interest rate rules and inflation targeting in three transition countries," Journal of Banking & Finance, Elsevier, vol. 29(1), pages 183-201, January.
    10. Cheng Hsiao, 1997. "Cointegration and Dynamic Simultaneous Equations Model," Econometrica, Econometric Society, vol. 65(3), pages 647-670, May.
    11. Cardellichio, Peter A, 1990. "Estimation of Production Behavior Using Pooled Microdata," The Review of Economics and Statistics, MIT Press, vol. 72(1), pages 11-18, February.
    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. Keshab Shrestha & Kok Tan, 2005. "Real Interest Rate Parity: Long-Run and Short-Run Analysis Using Wavelets," Review of Quantitative Finance and Accounting, Springer, vol. 25(2), pages 139-157, September.
    14. Yan Shen & Cheng Hsiao & Hiroshi Fujiki, 2005. "Aggregate vs. disaggregate data analysis-a paradox in the estimation of a money demand function of Japan under the low interest rate policy," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(5), pages 579-601.
    15. Norah Al-Ballaa, 2005. "Test for cointegration based on two-stage least squares," Journal of Applied Statistics, Taylor & Francis Journals, vol. 32(7), pages 707-713.
    16. Jan K. Lewandrowski & Michael K. Wohlgenant & Thomas J. Grennes, 1994. "Finished Product Inventories and Price Expectations in the Softwood Lumber Industry," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 76(1), pages 83-93.
    17. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    18. Johansen, Søren & Juselius, Katarina, 1992. "Testing structural hypotheses in a multivariate cointegration analysis of the PPP and the UIP for UK," Journal of Econometrics, Elsevier, vol. 53(1-3), pages 211-244.
    19. Stennes, Brad & Wilson, Bill, 2005. "An analysis of lumber trade restrictions in North America: application of a spatial equilibrium model," Forest Policy and Economics, Elsevier, vol. 7(3), pages 297-308, March.
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