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A note on the estimation of long-run relationships in panel equations with cross-section linkages

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  • Di Iorio, Francesca
  • Fachin, Stefano

Abstract

We address the issue of estimation and inference in dependent non-stationary panels of small cross-section dimensions. The main conclusion is that the best results are obtained applying bootstrap inference to single-equation estimators, such as FM-OLS and DOLS. SUR estimators perform badly, or are even unfeasible, when the time dimension is not very large compared to the cross-section dimension.

Suggested Citation

  • Di Iorio, Francesca & Fachin, Stefano, 2012. "A note on the estimation of long-run relationships in panel equations with cross-section linkages," Economics Discussion Papers 2012-1, Kiel Institute for the World Economy (IfW).
  • Handle: RePEc:zbw:ifwedp:20121
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    References listed on IDEAS

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    1. Fuertes, Ana-Maria, 2008. "Sieve bootstrap t-tests on long-run average parameters," Computational Statistics & Data Analysis, Elsevier, vol. 52(7), pages 3354-3370, March.
    2. Nelson C. Mark & Masao Ogaki & Donggyu Sul, 2005. "Dynamic Seemingly Unrelated Cointegrating Regressions," Review of Economic Studies, Oxford University Press, vol. 72(3), pages 797-820.
    3. Herzer, Dierk, 2008. "The long-run relationship between outward FDI and domestic output: Evidence from panel data," Economics Letters, Elsevier, vol. 100(1), pages 146-149, July.
    4. Di Iorio, Francesca & Fachin, Stefano, 2007. "Testing for Breaks in Cointegrated Panels - with an Application to the Feldstein-Horioka Puzzle," Economics - The Open-Access, Open-Assessment E-Journal, Kiel Institute for the World Economy (IfW), vol. 1, pages 1-23.
    5. Joon Y. Park, 2003. "Bootstrap Unit Root Tests," Econometrica, Econometric Society, pages 1845-1895.
    6. Coakley, Jerry & Fuertes, Ana-Maria & Smith, Ron, 2006. "Unobserved heterogeneity in panel time series models," Computational Statistics & Data Analysis, Elsevier, vol. 50(9), pages 2361-2380, May.
    7. Herwartz, Helmut & Neumann, Michael H., 2005. "Bootstrap inference in systems of single equation error correction models," Journal of Econometrics, Elsevier, vol. 128(1), pages 165-193, September.
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    12. Lutz Kilian, 1999. "Finite-Sample Properties of Percentile and Percentile-t Bootstrap Confidence Intervals for Impulse Responses," The Review of Economics and Statistics, MIT Press, vol. 81(4), pages 652-660, November.
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    14. Joakim Westerlund, 2008. "Panel cointegration tests of the Fisher effect," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(2), pages 193-233.
    15. M. Hashem Pesaran, 2006. "Estimation and Inference in Large Heterogeneous Panels with a Multifactor Error Structure," Econometrica, Econometric Society, vol. 74(4), pages 967-1012, July.
    16. Dierk Herzer & Mechthild Schrooten, 2007. "Outward FDI and Domestic Investment," Discussion Papers of DIW Berlin 679, DIW Berlin, German Institute for Economic Research.
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    18. Stefano Fachin, 2004. " Bootstrap inference on Fully Modified Estimates of Cointegrating Coefficients: A Comment," Economics Bulletin, AccessEcon, vol. 3(13), pages 1-8.
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    21. Di Iorio, Francesca & Fachin, Stefano, 2006. "Testing for breaks in cointegrated panels," MPRA Paper 3280, University Library of Munich, Germany.
    22. repec:ebl:ecbull:v:3:y:2004:i:13:p:1-8 is not listed on IDEAS
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    Citations

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    Cited by:

    1. Francesca Iorio & Stefano Fachin, 2014. "Savings and investments in the OECD: a panel cointegration study with a new bootstrap test," Empirical Economics, Springer, vol. 46(4), pages 1271-1300, June.
    2. Herzer, Dierk, 2015. "The long-run effect of foreign direct investment on total factor productivity in developing countries: A panel cointegration analysis," Annual Conference 2015 (Muenster): Economic Development - Theory and Policy 112827, Verein für Socialpolitik / German Economic Association.
    3. Herzer, Dierk, 2014. "The long-run relationship between trade and population health: evidence from five decades," Annual Conference 2014 (Hamburg): Evidence-based Economic Policy 100441, Verein für Socialpolitik / German Economic Association.
    4. Syed Basher & Stefano Fachin, 2012. "Investigating Long-Run Demand for Broad Money in the Gulf Arab Countries," DSS Empirical Economics and Econometrics Working Papers Series 2012/6, Centre for Empirical Economics and Econometrics, Department of Statistics, "Sapienza" University of Rome.
    5. Francesca Di Iorio & Stefano Fachin, 2014. "Dealing with unobservable common trends in small samples: a panel cointegration approach," DSS Empirical Economics and Econometrics Working Papers Series 2014/5, Centre for Empirical Economics and Econometrics, Department of Statistics, "Sapienza" University of Rome.
    6. repec:wsi:afexxx:v:12:y:2017:i:04:n:s2010495217500166 is not listed on IDEAS

    More about this item

    Keywords

    Panel cointegration; FM-OLS; FM-SUR; DOLS; DSUR;

    JEL classification:

    • C15 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Statistical Simulation Methods: General
    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models

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