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Estimation of Country-Pair Data Models Controlling for Clustered Errors: With International Trade Applications

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Author Info
Cameron, Colin A. (U of California, Davis)
Golotvina, Natalia (U of California, Davis)

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Abstract

We consider cross-section regression models for country-pair data, such as gravity models for trade volume between countries or models of exchange rate volatility, allowing for the presence of country-specific errors. This induces clustered errors in a nonstandard setting. OLS standard errors that ignore this clustering are greatly underestimated. Under the assumption of random country-specific effects we provide analytical results that permit more efficient GLS estimation even in settings where the number of unique country-pairs is very large. We include applications to international data on real exchange rates and on bilateral trade that provided the motivation for this paper. The results are more generally applicable to regression with paired data.

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Paper provided by University of California at Davis, Department of Economics in its series Working Papers with number 06-13.

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Date of creation: Jan 2005
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Handle: RePEc:ecl:ucdeco:06-13

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C29 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Other
F14 - International Economics - - Trade - - - Country and Industry Studies of Trade
F31 - International Economics - - International Finance - - - Foreign Exchange

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This page was last updated on 2009-12-2.


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