New insights into the stochastic ray production frontier
Matěj Bělín () and
Geraldine Henningsen ()
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Matěj Bělín: Center for Economic Research and Graduate Education, Economics Institute, Czech Republic
No 2017/01, IFRO Working Paper from University of Copenhagen, Department of Food and Resource Economics
The stochastic ray production frontier was developed as an alternative to the traditional output distance function to model production processes with multiple inputs and multiple outputs. Its main advantage over the traditional approach is that it can be used when some output quantities of some observations are zero. In this paper, we briefly discuss—and partly refute—a few existing criticisms of the stochastic ray production frontier. Furthermore, we discuss some shortcomings of the stochastic ray production frontier that have not yet been addressed in the literature and that we consider more important than the existing criticisms: taking logarithms of the polar coordinate angles, non-invariance to units of measurement, and ordering of the outputs. We also give some practical advice on how to address the newly raised issues.
Keywords: Stochastic Ray Production Frontier; Distance Function; Multiple Outputs; Primal Approach; Zero Output Quantities (search for similar items in EconPapers)
JEL-codes: C13 C51 D22 (search for similar items in EconPapers)
New Economics Papers: this item is included in nep-ecm and nep-eff
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Journal Article: New insights into the stochastic ray production frontier (2017)
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Persistent link: https://EconPapers.repec.org/RePEc:foi:wpaper:2017_01
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