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Group-specific stochastic production frontier models with parametric specifications

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Author Info
Lee, Young Hoon

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Abstract

This paper develops a stochastic frontier model that not only focuses more on group-specific temporal variations in technical efficiency rather than individual temporal variations, but also allows for a parametric function of the time-varying coefficient of the efficiency factor. We derived the concentrated least squares estimator and its asymptotic properties. When applied to the Penn World data set, the group-specific models yield much more variation in the temporal patterns of efficiency across countries. This application demonstrates the feasibility of applying a group-specific stochastic frontier model with a parametric function of temporal pattern to a real empirical analysis.

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File URL: http://www.sciencedirect.com/science/article/B6VCT-4VGX0RP-2/2/aa5cd25007ee7f18aba3bfd1ddb5a986
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Publisher Info
Article provided by Elsevier in its journal European Journal of Operational Research.

Volume (Year): 200 (2010)
Issue (Month): 2 (January)
Pages: 508-517
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Handle: RePEc:eee:ejores:v:200:y:2010:i:2:p:508-517

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Web page: http://www.elsevier.com/locate/eor

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Related research
Keywords: Group-specific temporal pattern Panel data Stochastic frontiers Time-varying technical efficiency;

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