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Alternative Estimators of Cointegrating Parameters in Models with Non-Stationary Data: An Application to US Export Demand

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  • Paul Turner

    (Economics - Loughborough University)

  • Jim Forest

    (UMass Amherst - University of Massachusetts [Amherst] - UMASS - University of Massachusetts System)

Abstract

This paper presents Monte Carlo simulations which compare the empirical performance of two alternative single equation estimators of the equilibrium parameters in a dynamic relationship. The estimators considered are Stock and Watson's dynamic ordinary least squares (DOLS) estimator and Bewley's transformation of the general autoregressive distributed lag model. The results indicate that the Bewley transformation produces a lower mean-square error as well as superior serial correlation properties even with lower truncation lags for the lagged variables included in the estimation equation. An application is then provided which examines the nature of the equilibrium relationship between aggregate US exports, world trade and the US real exchange rate. This confirms that estimation of the equilibrium parameters of this relationship by the Bewley transformation produces results which are superior to estimation by DOLS.

Suggested Citation

  • Paul Turner & Jim Forest, 2011. "Alternative Estimators of Cointegrating Parameters in Models with Non-Stationary Data: An Application to US Export Demand," Post-Print hal-00740350, HAL.
    • Handle: RePEc:hal:journl:hal-00740350
    DOI: 10.1080/00036846.2011.608647
    Note: View the original document on HAL open archive server: https://hal.science/hal-00740350
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    References listed on IDEAS

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    1. Bewley, R. A., 1979. "The direct estimation of the equilibrium response in a linear dynamic model," Economics Letters, Elsevier, vol. 3(4), pages 357-361.
    2. Nasri Harb, 2005. "Import demand in heterogeneous panel setting," Applied Economics, Taylor & Francis Journals, vol. 37(20), pages 2407-2415.
    3. Stock, James H & Watson, Mark W, 1993. "A Simple Estimator of Cointegrating Vectors in Higher Order Integrated Systems," Econometrica, Econometric Society, vol. 61(4), pages 783-820, July.
    4. Narayan, Paresh Kumar, 2004. "Do public investments crowd out private investments? Fresh evidence from Fiji," Journal of Policy Modeling, Elsevier, vol. 26(6), pages 747-753, September.
    5. Nasri Harb, 2007. "Trade between Euro zone and Arab countries: a panel study," Applied Economics, Taylor & Francis Journals, vol. 39(16), pages 2099-2107.
    6. Masih, Rumi & Masih, Abul M. M., 1996. "Stock-Watson dynamic OLS (DOLS) and error-correction modelling approaches to estimating long- and short-run elasticities in a demand function: new evidence and methodological implications from an appl," Energy Economics, Elsevier, vol. 18(4), pages 315-334, October.
    7. Narayan, Paresh Kumar & Narayan, Seema, 2005. "Estimating income and price elasticities of imports for Fiji in a cointegration framework," Economic Modelling, Elsevier, vol. 22(3), pages 423-438, May.
    8. Hendry, David F., 1995. "Dynamic Econometrics," OUP Catalogue, Oxford University Press, number 9780198283164.
    9. Saikkonen, Pentti, 1991. "Asymptotically Efficient Estimation of Cointegration Regressions," Econometric Theory, Cambridge University Press, vol. 7(1), pages 1-21, March.
    10. Monica Auteri & Mauro Costantini, 2004. "Is social protection a necessity or a luxury good? New multivariate cointegration panel data results," Applied Economics, Taylor & Francis Journals, vol. 36(17), pages 1887-1898.
    11. Konno, Toru & Fukushige, Mototsugu, 2003. "Did NAFTA cause the structural changes in bilateral import functions between the US and Mexico?," Journal of Policy Modeling, Elsevier, vol. 25(1), pages 53-59, January.
    12. Hayakawa, Kazuhiko & Kurozumi, Eiji, 2008. "The role of “leads” in the dynamic OLS estimation of cointegrating regression models," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 79(3), pages 555-560.
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