Article

Instrumental-Variable Estimation Of Exponential Regression Models With Two-Way Fixed Effects With An Application To Gravity Equations

Koen Jochmans et Vincenzo Verardi

Résumé

This paper introduces instrumental-variable estimators for exponential-regression models that feature two-way fixed effects. These techniques allow us to develop a theory-consistent approach to the estimation of cross-sectional gravity equations that can accommodate the endogeneity of policy variables. We apply this approach to a data set in which the policy decision of interest is the engagement in a free trade agreement. We explore ways to exploit the transitivity observed in the formation of trade agreements to construct instrumental variables with considerable predictive ability. Within a bilateral model, the use of these instruments has strong theoretical foundations. We obtain point estimates of the partial effect of a preferential-trade agreement on trade volume that range between 20% and 30% and find no statistical evidence of endogeneity.

Mots-clés

bias correction; count data; differencing estimator; endogeneity; fixed effects; gravity equatio; , instrumental variable; transitivity.;

Codes JEL

  • C23: Panel Data Models • Spatio-temporal Models
  • C26: Instrumental Variables (IV) Estimation
  • F14: Empirical Studies of Trade

Référence

Koen Jochmans et Vincenzo Verardi, « Instrumental-Variable Estimation Of Exponential Regression Models With Two-Way Fixed Effects With An Application To Gravity Equations », Journal of Applied Econometrics, juillet 2022, à paraître.

Publié dans

Journal of Applied Econometrics, juillet 2022, à paraître