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Stochastic data envelopment analysis: a new approach

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  • Jati Sengupta

Abstract

Pre- and post-optimality analysis of input-output data is developed here as a practical method of Farrell-type efficiency measurement. Filtering of noise and specifying the optimal output distributions provide the basic tools which are applied to the time series data for international airlines.

Suggested Citation

  • Jati Sengupta, 1998. "Stochastic data envelopment analysis: a new approach," Applied Economics Letters, Taylor & Francis Journals, vol. 5(5), pages 287-290.
    • Handle: RePEc:taf:apeclt:v:5:y:1998:i:5:p:287-290
    DOI: 10.1080/758524402
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    Cited by:

    1. E Zere & Diane Mcintyre & T Addison, 2001. "Technical Efficiency And Productivity Of Public Sector Hospitals In Three South African Provinces," South African Journal of Economics, Economic Society of South Africa, vol. 69(2), pages 336-358, June.
    2. Byrnes, Joel & Crase, Lin & Dollery, Brian & Villano, Renato, 2010. "The relative economic efficiency of urban water utilities in regional New South Wales and Victoria," Resource and Energy Economics, Elsevier, vol. 32(3), pages 439-455, August.
    3. Holland, D. S. & Lee, S. T., 2002. "Impacts of random noise and specification on estimates of capacity derived from data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 137(1), pages 10-21, February.
    4. Emrouznejad, Ali & De Witte, Kristof, 2010. "COOPER-framework: A unified process for non-parametric projects," European Journal of Operational Research, Elsevier, vol. 207(3), pages 1573-1586, December.
    5. Daniel Friesner & Matthew McPherson & Robert Rosenman, 2006. "Are Hospitals Seasonally Inefficient? Evidence from Washington State Hospitals," Working Papers 2006-3, School of Economic Sciences, Washington State University.
    6. Valentin Zelenyuk, 2019. "Data Envelopment Analysis and Business Analytics: The Big Data Challenges and Some Solutions," CEPA Working Papers Series WP072019, School of Economics, University of Queensland, Australia.
    7. Lamees Al-Durgham & Mohammad Adeinat, 2021. "Assessing the Relative Efficiency for Listed Manufacturing Firms in Jordan Using Data Envelopment Analysis," International Journal of Economics and Financial Issues, Econjournals, vol. 11(1), pages 135-139.
    8. Dan Friesner & Robert Roseman & Matthew McPherson, 2008. "Are hospitals seasonally inefficient? Evidence from Washington State," Applied Economics, Taylor & Francis Journals, vol. 40(6), pages 699-723.

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