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Direct estimation of marginal characteristics of nonparametric production frontiers in the presence of undesirable outputs
journal contributionposted on 2019-05-23, 10:47 authored by Victor PodinovskiVictor Podinovski
There is extensive literature on the estimation of marginal characteristics of nonparametric production frontiers, including various marginal rates and elasticity measures. It has recently been shown that all such characteristics can be evaluated by a unifying linear programming approach applicable to any polyhedral production technology. In this paper we show how this approach can be applied to polyhedral technologies incorporating undesirable outputs. In particular, we derive a linear programming method for the direct assessment of the marginal rate of transformation between a bad and a good output often used for the estimation of the unobserved price of the bad output. In contrast with the existing methods based on a conventionally specified directional distance function, the new approach does not require the assessment of two shadow prices of the good and bad outputs. It also correctly estimates one-sided marginal rates in all cases in which the shadow prices on nonsmooth production frontiers are not unique.
- Business and Economics
Published inEuropean Journal of Operational Research
CitationPODINOVSKI, V.V., 2019. Direct estimation of marginal characteristics of nonparametric production frontiers in the presence of undesirable outputs. European Journal of Operational Research, 279 (1), pp.258-276.
- AM (Accepted Manuscript)
Publisher statementThis paper was accepted for publication in the journal European Journal of Operational Research and the definitive published version is available at https://doi.org/10.1016/j.ejor.2019.05.024