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Nearly Unbiased Estimation in Dynamic Panel Data Models with Exogenous Variables

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  • Martin A. Carree

    (Department of General Economics, Faculty of Economics, Erasmus University Rotterdam, and Maastricht University)

Abstract

This paper introduces a new estimator for the fixed effects dynamic panel data model withexogenous variables. This estimator does not share some of the drawbacks of recently developed IVand GMM estimators and has a good performance even in small samples. The nearly unbiased estimatoris derived as a bias correction of the within estimator (least squares dummy variable estimator).The estimator is applied to a model of unemployment dynamics at the U.S. state level for the1991-2000 period.

Suggested Citation

  • Martin A. Carree, 2002. "Nearly Unbiased Estimation in Dynamic Panel Data Models with Exogenous Variables," Tinbergen Institute Discussion Papers 02-007/2, Tinbergen Institute.
    • Handle: RePEc:tin:wpaper:20020007
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    References listed on IDEAS

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    Cited by:

    1. Ludo Cuyvers & Michel Dumont, 2005. "EU Anti‐dumping Measures against ASEAN Countries: Impact on Trade Flows," Asian Economic Journal, East Asian Economic Association, vol. 19(3), pages 249-271, September.

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    More about this item

    Keywords

    panel data; fixed effects; nearly unbiased estimation;
    All these keywords.

    JEL classification:

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

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