Econometric Estimation of the “Constant Elasticity of Substitution" Function in R: Package micEconCES
The Constant Elasticity of Substitution (CES) function is popular in several areas of economics, but it is rarely used in econometric analysis because it cannot be estimated by standard linear regression techniques. We discuss several existing approaches and propose a new grid-search approach for estimating the traditional CES function with two inputs as well as nested CES functions with three and four inputs. Furthermore, we demonstrate how these approaches can be applied in R using the add-on package micEconCES and we describe how the various estimation approaches are implemented in the micEconCES package. Finally, we illustrate the usage of this package by replicating some estimations of CES functions that are reported in the literature.
|Date of creation:||Jun 2011|
|Contact details of provider:|| Web page: http://www.ifro.ku.dk/english/|
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- Mullen, Katharine M. & Ardia, David & Gil, David L. & Windover, Donald & Cline, James, 2011.
"DEoptim: An R Package for Global Optimization by Differential Evolution,"
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- Pandey, Manish, 2008. "Human capital aggregation and relative wages across countries," Journal of Macroeconomics, Elsevier, vol. 30(4), pages 1587-1601, December. Full references (including those not matched with items on IDEAS)
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