Sensitivity Analysis of Efficiency Scores: How to Bootstrap in Nonparametric Frontier Models
Author
Abstract
Suggested Citation
DOI: 10.1287/mnsc.44.1.49
Download full text from publisher
Other versions of this item:
- SIMAR, Léopold & WILSON, Paul, 1995. "Sensitivity Analysis to Efficiency Scores : How to Bootstrap in Nonparametric Frontier Models," LIDAM Discussion Papers CORE 1995043, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- Simar, L. & Wilson, P.W., 1998. "Sensitivity analysis of efficiency scores: how to bootstrap in nonparametric frontier models," LIDAM Reprints CORE 1304, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
References listed on IDEAS
- Grosskopf, S, 1986. "The Role of the Reference Technology in Measuring Productive Efficiency," Economic Journal, Royal Economic Society, vol. 96(382), pages 499-513, June.
- Fare, Rolf & Grosskopf, Shawna & Kokkelenberg, Edward C, 1989. "Measuring Plant Capacity, Utilization and Technical Change: A Nonparametric Approach," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 30(3), pages 655-666, August.
- Rajiv D. Banker, 1993. "Maximum Likelihood, Consistency and Data Envelopment Analysis: A Statistical Foundation," Management Science, INFORMS, vol. 39(10), pages 1265-1273, October.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Cherchye, L. & Post, G.T., 2001. "Methodological Advances in Dea," ERIM Report Series Research in Management ERS-2001-53-F&A, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam.
- Sickles, Robin C. & Song, Wonho & Zelenyuk, Valentin, 2018.
"Econometric Analysis of Productivity: Theory and Implementation in R,"
Working Papers
18-008, Rice University, Department of Economics.
- Robin C. Sickles & Wonho Song & Valentin Zelenyuk, 2018. "Econometric Analysis of Productivity: Theory and Implementation in R," CEPA Working Papers Series WP082018, School of Economics, University of Queensland, Australia.
- Bruno De Borger & Kristiaan Kerstens & Diego Prior & Ignace Van de Woestyne, 2013.
"Static efficiency decompositions and capacity utilization: integrating economic and technical capacity notions,"
Applied Economics, Taylor & Francis Journals, vol. 45(24), pages 3529-3529, August.
- Bruno De Borger & Kristiaan Kerstens & Diego Prior & Ignace Van de Woestyne, 2012. "Static efficiency decompositions and capacity utilization: integrating economic and technical capacity notions," Applied Economics, Taylor & Francis Journals, vol. 44(31), pages 4125-4141, November.
- B. de Borger & K. Kerstens & D. Prior, 2007. "Static efficiency decompositions and capacity utilisation : integrating economic and technical capacity notions," Post-Print hal-00296708, HAL.
- B. de Borger & K. Kerstens & D. Prior & I. van de Woestyne, 2012. "Static efficiency decompositions and capacity utilization: integrating economic and technical capacity notions," Post-Print hal-00677646, HAL.
- Van de Woestyne, Ignace & Kerstens, Kristiaan & Prior, Diego & De Borger, Bruno, 2009. "Static Efficiency Decompositions and Capacity Utilisation: Integrating Economic and Technical Capacity Notions," Working Papers 2009/30, Hogeschool-Universiteit Brussel, Faculteit Economie en Management.
- Diego Prior & Bruno de Borger & Kristiaan Kerstens & Ignace van de Woestyne, 2011. "Static Efficiency Decompositions And Capacity Utilisation: Integrating Economic And Technical Capacity Notions," Post-Print hal-00717976, HAL.
- Simar, Leopold & Wilson, Paul W., 2002. "Non-parametric tests of returns to scale," European Journal of Operational Research, Elsevier, vol. 139(1), pages 115-132, May.
- Roxani Karagiannis, 2015. "A system-of-equations two-stage DEA approach for explaining capacity utilization and technical efficiency," Annals of Operations Research, Springer, vol. 227(1), pages 25-43, April.
- Färe, Rolf & Karagiannis, Giannis, 2017. "The denominator rule for share-weighting aggregation," European Journal of Operational Research, Elsevier, vol. 260(3), pages 1175-1180.
- Førsund, Finn R. & Kittelsen, Sverre A. C., 1998. "Productivity development of Norwegian electricity distribution utilities," Resource and Energy Economics, Elsevier, vol. 20(3), pages 207-224, September.
- Lee, Chia-Yen & Johnson, Andrew L., 2012. "Two-dimensional efficiency decomposition to measure the demand effect in productivity analysis," European Journal of Operational Research, Elsevier, vol. 216(3), pages 584-593.
- Vincent Charles & Ioannis E. Tsolas & Tatiana Gherman, 2018. "Satisficing data envelopment analysis: a Bayesian approach for peer mining in the banking sector," Annals of Operations Research, Springer, vol. 269(1), pages 81-102, October.
- Kristiaan Kerstens & Jafar Sadeghi & Ignace Van de Woestyne, 2019.
"Plant Capacity and Attainability: Exploration and Remedies,"
Operations Research, INFORMS, vol. 67(4), pages 1135-1149, July.
- Kristiaan Kerstens & Jafar Sadeghi & Ignace Van de Woestyne, 2017. "Plant Capacity and Attainability: Exploration and Remedies," Working Papers 2017-EQM-11, IESEG School of Management.
- Kristiaan Kerstens & Javad Sadeghi & Ignace van de Woestyne, 2019. "Plant Capacity and Attainability: Exploration and Remedies," Post-Print hal-01913710, HAL.
- Alperovych, Yan & Hübner, Georges & Lobet, Fabrice, 2015.
"How does governmental versus private venture capital backing affect a firm's efficiency? Evidence from Belgium,"
Journal of Business Venturing, Elsevier, vol. 30(4), pages 508-525.
- Yan Alperovych & Georges Hubner & Fabrice Lobet, 2015. "How does governmental versus private venture capital backing affect a firm's efficiency? : Evidence from Belgium," Post-Print hal-02313248, HAL.
- Kristiaan Kerstens & Jafar Sadeghi & Ignace Van de Woestyne, 2020.
"Plant capacity notions in a non-parametric framework: a brief review and new graph or non-oriented plant capacities,"
Annals of Operations Research, Springer, vol. 288(2), pages 837-860, May.
- Kristiaan Kerstens & Jafar Sadeghi & Ignace van de Woestyne, 2020. "Plant capacity notions in a non-parametric framework: a brief review and new graph or non-oriented plant capacities," Post-Print hal-02497012, HAL.
- repec:lan:wpaper:4471 is not listed on IDEAS
- Chen, Zhenling & Zhang, Xiaoling & Ni, Guohua, 2020. "Decomposing capacity utilization under carbon dioxide emissions reduction constraints in data envelopment analysis: An application to Chinese regions," Energy Policy, Elsevier, vol. 139(C).
- Léopold Simar & Paul Wilson, 2000.
"Statistical Inference in Nonparametric Frontier Models: The State of the Art,"
Journal of Productivity Analysis, Springer, vol. 13(1), pages 49-78, January.
- Simar, L. & Wilson, P.W., 1999. "Statistical Inference in Nonparametric Frontier Models: the State of the Art," Papers 9904, Catholique de Louvain - Institut de statistique.
- Kuosmanen, Timo & Johnson, Andrew, 2017. "Modeling joint production of multiple outputs in StoNED: Directional distance function approach," European Journal of Operational Research, Elsevier, vol. 262(2), pages 792-801.
- Soledad Moya & Jordi Perramon & Anselm Constans, 2005. "IFRS Adoption in Europe: The Case of Germany," Working Papers 0501, Departament Empresa, Universitat Autònoma de Barcelona, revised Feb 2005.
- Santiago Herrera & Gaobo Pang, 2008.
"Eficiency of Infrastructure: The Case of Container Ports,"
Economia, ANPEC - Associação Nacional dos Centros de Pós-Graduação em Economia [Brazilian Association of Graduate Programs in Economics], vol. 9(1), pages 165-194.
- Santiago Herrera & Gaobo Pang, 2006. "Efficiency of Infrastructure: the Case of Container Ports," EcoMod2006 272100039, EcoMod.
- Santiago Herrera & Gaobo Pang, 2006. "Efficiency Of Infrastructure: The Case Of Container Ports," Anais do XXXIV Encontro Nacional de Economia [Proceedings of the 34th Brazilian Economics Meeting] 124, ANPEC - Associação Nacional dos Centros de Pós-Graduação em Economia [Brazilian Association of Graduate Programs in Economics].
- Fadzlan Sufian & Fakarudin Kamarudin, 2014. "The impact of ownership structure on bank productivity and efficiency: Evidence from semi-parametric Malmquist Productivity Index," Cogent Economics & Finance, Taylor & Francis Journals, vol. 2(1), pages 1-27, December.
- Zijiang Yang & Xiaogang Wang & Dongming Sun, 2010. "Using the bootstrap method to detect influential DMUs in data envelopment analysis," Annals of Operations Research, Springer, vol. 173(1), pages 89-103, January.
- K. -L. Wang & Y. -T. Tseng & C. -C. Weng, 2003. "A study of production efficiencies of integrated securities firms in Taiwan," Applied Financial Economics, Taylor & Francis Journals, vol. 13(3), pages 159-167.
More about this item
Keywords
Data Envelopment Analysis; Bootstrap; Resampling Methods; Frontier Efficiency Models;All these keywords.
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:inm:ormnsc:v:44:y:1998:i:1:p:49-61. See general information about how to correct material in RePEc.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: . General contact details of provider: https://edirc.repec.org/data/inforea.html .
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Matthew Walls (email available below). General contact details of provider: https://edirc.repec.org/data/inforea.html .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.