Artikel
Overcoming Data Limitations in Nonparametric Benchmarking: Applying PCA-DEA to Natural Gas Transmission
We empirically demonstrate a practical approach of efficiency evaluation with limited data availability in some regulated industries. We apply PCA-DEA for radial efficiency measurement to U.S. natural gas transmission companies in 2007. PCA-DEA reduces dimensions of the optimization problem while maintaining most of the variation in the original data. Our results suggest that the methodology reduces the probability of over-estimation of individual firm-specific performance.
- Language
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Englisch
- Bibliographic citation
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Journal: Review of Network Economies ; ISSN: 1446-9022 ; Volume: 9 ; Year: 2010 ; Issue: 2 ; Berlin: De Gruyter
- Classification
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Wirtschaft
- Subject
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Efficiency Analysis
PCA-DEA
Network Regulation
Natural Gas Transmission
- Event
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Geistige Schöpfung
- (who)
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Nieswand, Maria
Cullmann, Astrid
Neumann, Anne
- Event
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Veröffentlichung
- (who)
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De Gruyter
- (where)
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Berlin
- (when)
-
2010
- DOI
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doi:10.2202/1446-9022.1209
- Handle
- Last update
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10.03.2025, 11:41 AM CET
Data provider
This object is provided by:
ZBW - Deutsche Zentralbibliothek für Wirtschaftswissenschaften - Leibniz-Informationszentrum Wirtschaft. If you have any questions about the object, please contact the data provider.
ZBW - Deutsche Zentralbibliothek für Wirtschaftswissenschaften - Leibniz-Informationszentrum Wirtschaft. If you have any questions about the object, please contact the data provider.
Object type
- Artikel
Associated
- Nieswand, Maria
- Cullmann, Astrid
- Neumann, Anne
- De Gruyter
Time of origin
- 2010
Other Objects (12)
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Overcoming Data Limitations in Nonparametric Benchmarking : Applying PCA-DEA to Natural Gas Transmission
Overcoming data limitations in nonparametric benchmarking : applying PCA-DEA to natural gas transmission
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Improving network inference by overcoming statistical limitations
Overcoming the transport limitations of photopolymer-derived architected carbon
Overcoming natural biomass limitations in gram-negative bacteria through synthetic carbon fixation
PCA : (Portable communication architecture)
Analysis of the herbicide glyphosate and related organophosphonates in seawater : overcoming salt-matrix-induced limitations
Overcoming yield limitations when resolving racemates by combination of crystallization and, or chromatography with racemization
Receive-only micro phased coil array (µPCA) [(mu-PCA)] for magnetic resonance
Applying UV hyperspectral imaging for the quantification of honeydew content on raw cotton via PCA and PLS-R models
Overcoming Historicism
Overcoming Data Limitations in Nonparametric Benchmarking : Applying PCA-DEA to Natural Gas Transmission
Overcoming data limitations in nonparametric benchmarking : applying PCA-DEA to natural gas transmission
Overcoming data limitations in nonparametric benchmarking: applying PCA-DEA to natural gas transmission
Improving network inference by overcoming statistical limitations
Overcoming the transport limitations of photopolymer-derived architected carbon
Overcoming natural biomass limitations in gram-negative bacteria through synthetic carbon fixation
PCA : (Portable communication architecture)
Analysis of the herbicide glyphosate and related organophosphonates in seawater : overcoming salt-matrix-induced limitations
Overcoming yield limitations when resolving racemates by combination of crystallization and, or chromatography with racemization
Receive-only micro phased coil array (µPCA) [(mu-PCA)] for magnetic resonance
Applying UV hyperspectral imaging for the quantification of honeydew content on raw cotton via PCA and PLS-R models