Arbeitspapier
Spatial Stochastic Frontier Models
The stochastic frontier model with heterogeneous technical efficiency explained by exogenous variables is augmented with a sparse spatial autoregressive component for a cross-section data, and a spatial-temporal component for a panel data. An estimation procedure that takes advantage of the additivity of the model is proposed, computational advantages over simultaneous maximum likelihood estimation of all parameters is exhibited. The technical efficiency estimates are comparable to existing models and estimation procedures based on maximum likelihood methods. A spatial or spatial-temporal component can improve estimates of technical efficiency in a production frontier that is usually biased downwards.
- Sprache
-
Englisch
- Erschienen in
-
Series: PIDS Discussion Paper Series ; No. 2010-08
- Klassifikation
-
Wirtschaft
- Thema
-
technical efficiency
stochastic frontier
Philippines
spatial externalities
spatial-temporal model
backfitting
Technische Effizienz
Panel
Maximum-Likelihood-Schätzung
- Ereignis
-
Geistige Schöpfung
- (wer)
-
Lavado, Rouselle F.
Barrios, Erniel B.
- Ereignis
-
Veröffentlichung
- (wer)
-
Philippine Institute for Development Studies (PIDS)
- (wo)
-
Makati City
- (wann)
-
2010
- Handle
- Letzte Aktualisierung
-
10.03.2025, 11:42 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
- Arbeitspapier
Beteiligte
- Lavado, Rouselle F.
- Barrios, Erniel B.
- Philippine Institute for Development Studies (PIDS)
Entstanden
- 2010
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