Please use this identifier to cite or link to this item: http://hdl.handle.net/10419/126805
Authors: 
Lavado, Rouselle F.
Barrios, Erniel B.
Year of Publication: 
2010
Series/Report no.: 
PIDS Discussion Paper Series 2010-08
Abstract: 
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.
Subjects: 
technical efficiency
stochastic frontier
Philippines
spatial externalities
spatial-temporal model
backfitting
Document Type: 
Working Paper

Files in This Item:
File
Size





Items in EconStor are protected by copyright, with all rights reserved, unless otherwise indicated.