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The Log of Gravity

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Author Info

  • Joao Santos Silva
  • Silvana Tenreyro

Abstract

Although economists have long been aware of Jensen's inequality, many econometric applications have neglected an important implication of it: the standard practice of interpreting the parameters of log-linearized models estimated by ordinary least squares as elasticities can be highly misleading in the presence of heteroskedasticity. This paper explains why this problem arises and proposes an appropriate estimator. Our criticism to conventional practices and the solution we propose extends to a broad range of economic applications where the equation under study is log-linearized. We develop the argument using one particular illustration, the gravity equation for trade, and apply the proposed technique to provide new estimates of this equation. We find significant differences between estimates obtained with the proposed estimator and those obtained with the traditional method. These discrepancies persist even when the gravity equation takes into account multilateral resistance terms or fixed effects

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Bibliographic Info

Paper provided by Centre for Economic Performance, LSE in its series CEP Discussion Papers with number dp0701.

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Date of creation: Jul 2005
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Handle: RePEc:cep:cepdps:dp0701

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Web page: http://cep.lse.ac.uk/_new/publications/series.asp?prog=CEP

Related research

Keywords: Elasticities; Gravity equation; Heteroskedasticity; Jensens inequality; Poisson regression; Preferential-trade agreements;

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