L. Orea
Using Supervised Environmental Composites in Production and Efficiency Analyses: An Application to Norwegian Electricity Networks
Orea, L.; Growitsch, C.; Jamasb, J.
Authors
C. Growitsch
J. Jamasb
Abstract
Although supervised dimension reduction methods have been extensively applied in different scientific fields, they have hardly ever been used in production economics. Nonetheless, these methods can also be useful in regulation of natural monopolies, where firms’ cost and performance are affected by a large number of environmental factors. As economic theory suggests, at the presence of other relevant production or cost drivers, the traditional all-inclusive assumption is not satisfied. This paper shows that purging the data allows us to address this issue when analyzing the effect of weather and geography on efficiency in the context of the Norwegian electricity distribution networks.
Citation
Orea, L., Growitsch, C., & Jamasb, J. (2015). Using Supervised Environmental Composites in Production and Efficiency Analyses: An Application to Norwegian Electricity Networks. Competition and Regulation in Network Industries, 16(3), 260-287
Journal Article Type | Article |
---|---|
Online Publication Date | Sep 1, 2015 |
Publication Date | Sep 1, 2015 |
Deposit Date | Oct 4, 2015 |
Publicly Available Date | Mar 28, 2024 |
Journal | Competition and regulation in network industries |
Print ISSN | 1783-5917 |
Publisher | SAGE Publications |
Peer Reviewed | Peer Reviewed |
Volume | 16 |
Issue | 3 |
Pages | 260-287 |
Public URL | https://durham-repository.worktribe.com/output/1401589 |
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Copyright Statement
Orea, L., Growitsch, C. & Jamasb, J. (2015). Using Supervised Environmental Composites in Production and Efficiency Analyses: An Application to Norwegian Electricity Networks. Competition and Regulation in Network Industries 16(3): 260-287. DOI: 10.1177%2F178359171501600303
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