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The Log of Gravity

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  • J. M. C. Santos Silva

    (ISEG/Universidade Técnica de Lisboa and CEMAPRE)

  • Silvana Tenreyro

    (London School of Economics, CEP, and CEPR)

Abstract

Although economists have long been aware of Jensen's inequality, many econometric applications have neglected an important implication of it: under heteroskedasticity, the parameters of log-linearized models estimated by OLS lead to biased estimates of the true elasticities. We explain why this problem arises and propose an appropriate estimator. Our criticism of conventional practices and the proposed solution extend to a broad range of applications where log-linearized equations are estimated. We develop the argument using one particular illustration, the gravity equation for trade. We find significant differences between estimates obtained with the proposed estimator and those obtained with the traditional method. Copyright by the President and Fellows of Harvard College and the Massachusetts Institute of Technology.

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Bibliographic Info

Article provided by MIT Press in its journal The Review of Economics and Statistics.

Volume (Year): 88 (2006)
Issue (Month): 4 (November)
Pages: 641-658

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Handle: RePEc:tpr:restat:v:88:y:2006:i:4:p:641-658

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