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.
- Sprache
-
Englisch
- Erschienen in
-
Journal: Review of Network Economies ; ISSN: 1446-9022 ; Volume: 9 ; Year: 2010 ; Issue: 2 ; Berlin: De Gruyter
- Klassifikation
-
Wirtschaft
- Thema
-
Efficiency Analysis
PCA-DEA
Network Regulation
Natural Gas Transmission
- Ereignis
-
Geistige Schöpfung
- (wer)
-
Nieswand, Maria
Cullmann, Astrid
Neumann, Anne
- Ereignis
-
Veröffentlichung
- (wer)
-
De Gruyter
- (wo)
-
Berlin
- (wann)
-
2010
- DOI
-
doi:10.2202/1446-9022.1209
- Handle
- Letzte Aktualisierung
-
10.03.2025, 11:41 MEZ
Datenpartner
Dieses Objekt wird bereitgestellt von:
ZBW - Deutsche Zentralbibliothek für Wirtschaftswissenschaften - Leibniz-Informationszentrum Wirtschaft. Bei Fragen zum Objekt wenden Sie sich bitte an den Datenpartner.
ZBW - Deutsche Zentralbibliothek für Wirtschaftswissenschaften - Leibniz-Informationszentrum Wirtschaft. Bei Fragen zum Objekt wenden Sie sich bitte an den Datenpartner.
Objekttyp
- Artikel
Beteiligte
- Nieswand, Maria
- Cullmann, Astrid
- Neumann, Anne
- De Gruyter
Entstanden
- 2010
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