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The Review of Economics and Statistics Vol. 106 No. 5 2024

Trade, Gravity, and Aggregation

Holger Breinlich1; Dennis Novy2; J. M. C. Santos Silva1

1 University of Surrey · 2 University of Warwick

Abstract

Gravity equations are an important tool in empirical international trade research. We study to what extent sector-level parameters can be recovered from aggregate gravity equations estimated via Poisson pseudo maximum likelihood. We show that in the leading case where trade cost regressors do not vary at the sector level, estimates obtained with aggregate data have a clear interpretation as a weighted average of sectoral elasticities. Otherwise the estimates are biased, but researchers may possibly infer the direction of the bias. We illustrate our results by revisiting Baier and Bergstrand’s (2007) influential study of the effects of free trade agreements.

DOI
10.1162/rest_a_01234
Volume
106
Issue
5
Pages
1418-1426
Language
en
Sources
bibtex:phds-export.bib openalex crossref

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