Discussion Papers no. 235

An application on data from Norwegian chemical plants

Random coefficients and unbalanced panels

A framework for analyzing substitution and scale properties, and technical change from plant-level panel data is presented. Focus is on comparing the constant and random coefficient specification of the substitution and scale parameters and investigating the potential variation of the parameters across firms. Characteristics of the model framework are (i) an equation system consisting of a three-factor translog cost function and the corresponding cost-share equations, (ii) random firm specific heterogeneity in coefficients, and (iii) a Maximum Likelihood procedure allowing for unbalanced panel data. The empirical results, based on data from Norwegian chemical plants, indicate substantial firm specific heterogeneity in substitution and scale properties.

Om publikasjonen

Tittel

Random coefficients and unbalanced panels. An application on data from Norwegian chemical plants

Ansvarlige

Erik Biørn, Terje Skjerpen, Kjersti-Gro Lindquist

Serie og -nummer

Discussion Papers no. 235

Utgiver

Statistics Norway, Research Department

Emne

Discussion Papers

Antall sider

28

Målform

Engelsk

Om Discussion Papers

Discussion papers comprise research papers intended for international journals and books. A preprint of a Discussion Paper may be longer and more elaborate than a standard journal article as it may include intermediate calculations, background material etc.

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