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Abstract for:

Further Simulation Evidence on the Performance of the Poisson Pseudo-Maximum Likelihood Estimator

J. M. C.  Santos Silva,  Silvana  Tenreyro,  May 2009
Paper No' CEPDP0933: | Full paper (pdf)
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Keywords: Gravity equation; Heteroskedasticity, Jensen's inequality

JEL Classification: C13; C50; F10

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This Paper is published under the following series: CEP Discussion Papers
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Abstract:

We extend the simulation results given in Santos-Silva and Tenreyro (2006, ‘The Log of Gravity’, The Review of Economics and Statistics, 88, pp.641-658) by considering data generated as a finite mixture of gamma variates. Data generated in this way can naturally have a large proportion of zeros and is fully compatible with constant elasticity models such as the gravity equation. Our results confirm that the Poisson pseudo maximum likelihood estimator is generally well behaved.