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First Difference or Forward Orthogonal Deviation- Which Transformation Should be Used in Dynamic Panel Data Models?: A Simulation Study

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  • Kazuhiko Hayakawa

    () (Hiroshima University)

Abstract

This paper compares the performances of the generalized method of moments (GMM) estimator of dynamic panel data model wherein unobserved individual effects are removed by the forward orthogonal deviation or the first difference. The simulation results show that the GMM estimator of the model transformed by the forward orthogonal deviation tends to work better than that transformed by the first difference.

Suggested Citation

  • Kazuhiko Hayakawa, 2009. "First Difference or Forward Orthogonal Deviation- Which Transformation Should be Used in Dynamic Panel Data Models?: A Simulation Study," Economics Bulletin, AccessEcon, vol. 29(3), pages 2008-2017.
  • Handle: RePEc:ebl:ecbull:eb-09-00361
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    References listed on IDEAS

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    1. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    2. Maurice J.G. Bun & Jan F. Kiviet, 2002. "The Effects of Dynamic Feedbacks on LS and MM Estimator Accuracy in Panel Data Models," Tinbergen Institute Discussion Papers 02-101/4, Tinbergen Institute, revised 19 Feb 2004.
    3. Kazuhiko Hayakawa, 2007. "A Simple Efficient Instrumental Variable Estimator in Panel AR(p) Models," Hi-Stat Discussion Paper Series d07-213, Institute of Economic Research, Hitotsubashi University.
    4. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    5. Bun, Maurice J.G. & Kiviet, Jan F., 2006. "The effects of dynamic feedbacks on LS and MM estimator accuracy in panel data models," Journal of Econometrics, Elsevier, vol. 132(2), pages 409-444, June.
    6. Ahn, Seung C. & Schmidt, Peter, 1995. "Efficient estimation of models for dynamic panel data," Journal of Econometrics, Elsevier, vol. 68(1), pages 5-27, July.
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    4. Siklos, Pierre L., 2013. "Sources of disagreement in inflation forecasts: An international empirical investigation," Journal of International Economics, Elsevier, pages 218-231.
    5. Vlaicu, Razvan & Verhoeven, Marijn & Grigoli, Francesco & Mills, Zachary, 2014. "Multiyear budgets and fiscal performance: Panel data evidence," Journal of Public Economics, Elsevier, pages 79-95.
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    8. Mitreska, Ana & Kadievska Vojnovic, Maja & Georgievska, Ljupka & Jovanovic, Branimir & Petkovska, Marija, 2010. "Did the Crisis Change it All? Evidence from Monetary and Fiscal Policy," MPRA Paper 43163, University Library of Munich, Germany.
    9. Kuntal Das & Thomas Quirk, 2016. "Which Institutions Promote Growth? Revisiting the Evidence," Economic Papers, The Economic Society of Australia, vol. 35(1), pages 37-58, March.
    10. Pierani, P.; Tiezzi, S.;, 2017. "Rational addiction and time consistency:an empirical test," Health, Econometrics and Data Group (HEDG) Working Papers 17/05, HEDG, c/o Department of Economics, University of York.
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    15. Zulkefly Abdul Karim & Mohd Azlan Shah Zaidi, 2015. "Monetary Policy, Firm Size and Equity Returns in An Emerging Market: Panel Evidence of Malaysia," Asian Academy of Management Journal of Accounting and Finance (AAMJAF), Penerbit Universiti Sains Malaysia, pages 29-55.
    16. Baum, Anja & Checherita-Westphal, Cristina & Rother, Philipp, 2013. "Debt and growth: New evidence for the euro area," Journal of International Money and Finance, Elsevier, vol. 32(C), pages 809-821.
    17. Abdul Karim, Zulkefly, 2010. "Monetary policy and firms’ investment: Dynamic panel data evidence from Malaysia," MPRA Paper 23962, University Library of Munich, Germany, revised 15 May 2010.
    18. Gattini, Luca & Zagorisiou, Angeliki, 2016. "Cross border banking: Pull-push effects of parent banks on subsidiaries' credit extensions," EIB Working Papers 2016/07, European Investment Bank (EIB).
    19. Laivi Laidroo, 2014. "Lending Growth and Cyclicality in Central and Eastern European Banks," TUT Economic Research Series 13, Department of Finance and Economics, Tallinn University of Technology.
    20. Giorgio Canarella & Stephen M. Miller, 2017. "The Determinants of Growth in the Information and Communication Technology (ICT) Industry: A Firm-Level Analysis," Working papers 2017-12, University of Connecticut, Department of Economics.
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    22. Yhlas SOVBETOV, 2016. "Impact of Brand Dynamics on Insurance Premiums in Turkey," Turkish Economic Review, KSP Journals, vol. 3(3), pages 453-465, September.
    23. Bee, Marco & Riccaboni, Massimo & Schiavo, Stefano, 2017. "Where Gibrat meets Zipf: Scale and scope of French firms," Physica A: Statistical Mechanics and its Applications, Elsevier, pages 265-275.
    24. Lauren Stagnol, 2015. "Designing a corporate bond index on solvency criteria," EconomiX Working Papers 2015-39, University of Paris Nanterre, EconomiX.

    More about this item

    Keywords

    dynamic panel data model; first difference; forward orthogonal deviation; GMM;

    JEL classification:

    • C3 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables
    • C3 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables

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