1991
DOI: 10.2307/1391292
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A Generalized Production Frontier Approach for Estimating Determinants of Inefficiency in U.S. Dairy Farms

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Cited by 298 publications
(169 citation statements)
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“…7 Battese and Coelli (1995) extend the approach by Kumbhakar et al (1991) to accommodate panel data. However, it should be noted that this model does not in fact exploit the panel aspect of the data set in order to deal with the unobserved heterogeneity.…”
Section: Cost Model Specifications and Estimation Methodsmentioning
confidence: 99%
“…7 Battese and Coelli (1995) extend the approach by Kumbhakar et al (1991) to accommodate panel data. However, it should be noted that this model does not in fact exploit the panel aspect of the data set in order to deal with the unobserved heterogeneity.…”
Section: Cost Model Specifications and Estimation Methodsmentioning
confidence: 99%
“…with a Tobit censored regression model) on the exogenous variables. However, as pointed out by Kumbhakar, Gosh and McGuckin (1991) and Reifenschneider and Stevenson (1991) there are serious econometric problems with this approach. First, it must be assumed that the (in)efficiencies scores obtained in the first stage are independently and identically distributed, but if this is the case, the assumption that the (in)efficiency scores exhibit a functional relationship with the exogenous variables in the second stage is contradicted.…”
Section: Estimation Approachmentioning
confidence: 99%
“…We model the industry best practice frontiers by accounting for, …rstly, inter-bank heteroscedasticity in u à la Kumbhakar et al (1991) and Battese and Coelli (1995) and secondly, unobservable heterogeneity in banks' technologies by following the 'true SFA' framework (Greene, 2005). In particular, we model the latent heterogeneity in banks'technologies using bank …xed e¤ects.…”
Section: Empirical Methodologymentioning
confidence: 99%