Imposing Curvature Conditions on Flexible Functional Forms to GNP Functions

This paper empirically investigates the implications of the imposition of convexity in output prices and concavity in factor endowments on flexible functional forms for the GNP function. Using macroeconomic data for Switzerland, we estimate the Translog and the Symmetric Normalized Quadratic forms to investigate the manner with which curvature restrictions are imposed, the extend of curvature violations and the robustness of estimated elasticities. We also compare the predictive accuracy of the aforementioned flexible functional forms. Our result show that concavity in factor endowments is violated much more often than convexity in output prices. For the Translog, the date at which local restrictions are imposed matters a great deal in terms of remaining curvature violations in the sample, but far less for estimated elasticities. In contrast, we found that the size and sign of elasticities vary across functional forms. In-sample forecasting analysis demonstrates that the Translog model significantly dominates the Symmetric Normalized Quadratic.


Issue Date:
2012-05
Publication Type:
Working or Discussion Paper
PURL Identifier:
http://purl.umn.edu/123308
JEL Codes:
D24; C30
Series Statement:
CREATE Working paper
2012-5




 Record created 2017-04-01, last modified 2017-04-26

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