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Information Journal Paper

Title

STOCHASTIC NON-PARAMETRIC FRONTIER ANALYSIS

Pages

  35-49

Abstract

 In this paper we develop an approach that synthesizes the best features of the two main methods in the estimation of production efficiency. Specifically, our approach first allows for statistical noise, similar to STOCHASTIC FRONTIER analysis, and second, it allows modeling multiple-inputs-multiple-outputs technologies without imposing parametric assumptions on production relationship, similar to what is done in non-parametric methods. The methodology is based on the theory of LOCAL MAXIMUM LIKELIHOOD estimation and extends recent works of Kumbhakar et al. We will use local-spherical coordinate system to transform multi-input multi-output data to more flexible system which we can use in our approach. We also illustrate the performance of our approach with simulated example.

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    • Cite

    APA: Copy

    RAHMANI, M., & JAHANSHAHLOO, G.R.. (2013). STOCHASTIC NON-PARAMETRIC FRONTIER ANALYSIS. JOURNAL OF LINEAR AND TOPOLOGICAL ALGEBRA, 2(1), 35-49. SID. https://sid.ir/paper/335566/en

    Vancouver: Copy

    RAHMANI M., JAHANSHAHLOO G.R.. STOCHASTIC NON-PARAMETRIC FRONTIER ANALYSIS. JOURNAL OF LINEAR AND TOPOLOGICAL ALGEBRA[Internet]. 2013;2(1):35-49. Available from: https://sid.ir/paper/335566/en

    IEEE: Copy

    M. RAHMANI, and G.R. JAHANSHAHLOO, “STOCHASTIC NON-PARAMETRIC FRONTIER ANALYSIS,” JOURNAL OF LINEAR AND TOPOLOGICAL ALGEBRA, vol. 2, no. 1, pp. 35–49, 2013, [Online]. Available: https://sid.ir/paper/335566/en

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