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Nearly Unbiased Estimationin Dynamic Panel Data Models

Author

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  • Martin A. Carree

    (Erasmus University Rotterdam, Maastricht University)

Abstract

This paper introduces two easy to calculate estimators with desirable properties for theautoregressive parameter in dynamic panel data models. The estimators are (nearly) unbiased andperform satisfactorily even for small samples in either the time-series or cross-section dimension.

Suggested Citation

  • Martin A. Carree, 2002. "Nearly Unbiased Estimationin Dynamic Panel Data Models," Tinbergen Institute Discussion Papers 02-008/2, Tinbergen Institute.
    • Handle: RePEc:tin:wpaper:20020008
    as

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    File URL: https://papers.tinbergen.nl/02008.pdf
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    References listed on IDEAS

    as
    1. Kitazawa, Yoshitsugu, 2001. "Exponential regression of dynamic panel data models," Economics Letters, Elsevier, vol. 73(1), pages 7-13, October.
    2. 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.
    3. repec:adr:anecst:y:1999:i:55-56:p:14 is not listed on IDEAS
    4. Kiviet, Jan F., 1995. "On bias, inconsistency, and efficiency of various estimators in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 68(1), pages 53-78, July.
    5. MacKinnon, James G. & Smith Jr., Anthony A., 1998. "Approximate bias correction in econometrics," Journal of Econometrics, Elsevier, vol. 85(2), pages 205-230, August.
    6. Rodolfo Cermeño, 1999. "Median-Unbiased Estimation in Fixed-Effects Dynamic Panels," Annals of Economics and Statistics, GENES, issue 55-56, pages 351-368.
    7. Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-1426, November.
    8. Dolores Collado, M., 1997. "Estimating dynamic models from time series of independent cross-sections," Journal of Econometrics, Elsevier, vol. 82(1), pages 37-62.
    9. Andrews, Donald W K, 1993. "Exactly Median-Unbiased Estimation of First Order Autoregressive/Unit Root Models," Econometrica, Econometric Society, vol. 61(1), pages 139-165, January.
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    More about this item

    Keywords

    dynamic panel data; Nickell bias; bias-correction;
    All these keywords.

    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models

    NEP fields

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