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Even Count Estimation

Author

Listed:
  • Laszlo Balazsi
  • Felix Chan
  • Laszlo Matyas

Abstract

This paper proposes a new estimation procedure called Event Count Estimator (ECE). The estimator is straightforward to implement and it is robust against outliers, censoring and excess zeros in the data. The paper establishes asymptotic properties of the new estimator and the theoretical results are supported by several Monte Carlo experiments. These also show that the estimator has reasonable properties in moderate to large samples. As such, the cost of inefficiency for robustness is negligible from an applied viewpoint. The practical usefulness of the new estimator is demonstrated via an empirical application of the Gravity Model of trade.

Suggested Citation

  • Laszlo Balazsi & Felix Chan & Laszlo Matyas, 2018. "Even Count Estimation," CEU Working Papers 2018_2, Department of Economics, Central European University.
    • Handle: RePEc:ceu:econwp:2018_2
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    References listed on IDEAS

    as
    1. Eichengreen, Barry & Irwin, Douglas A., 1995. "Trade blocs, currency blocs and the reorientation of world trade in the 1930s," Journal of International Economics, Elsevier, vol. 38(1-2), pages 1-24, February.
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    4. Jeffrey A. Frankel, 1997. "Regional Trading Blocs in the World Economic System," Peterson Institute Press: All Books, Peterson Institute for International Economics, number 72, April.
    5. Laszlo Matyas (ed.), 2017. "The Econometrics of Multi-dimensional Panels," Advanced Studies in Theoretical and Applied Econometrics, Springer, number 978-3-319-60783-2.
    6. J. M. C. Santos Silva & Silvana Tenreyro, 2006. "The Log of Gravity," The Review of Economics and Statistics, MIT Press, vol. 88(4), pages 641-658, November.
    7. Steven P. Ellis, 2000. "Singularity and outliers in linear regression with application to least squares, least squares linear regression," Metron - International Journal of Statistics, Dipartimento di Statistica, Probabilità e Statistiche Applicate - University of Rome, vol. 0(1-2), pages 121-129.
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