Crossing non-parametric and parametric techniques for measuring the efficiency: Evidence from 65 European electricity Distribution System Operators
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DOI: 10.1016/j.energy.2023.128511
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- Agrell, Per J. & Bogetoft, Peter, 2017.
"Regulatory Benchmarking: Models, Analyses and Applications,"
Data Envelopment Analysis Journal, now publishers, vol. 3(1-2), pages 49-91, November.
- Per J. Agrell & Peter Bogetoft, 2017. "Regulatory benchmarking: Models, analyses and applications," LIDAM Reprints CORE 2912, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- Cardoso de Mendonça, Mário Jorge & Pereira, Amaro Olimpio & Medrano, Luis Alberto & Pessanha, José Francisco M., 2021. "Analysis of electric distribution utilities efficiency levels by stochastic frontier in Brazilian power sector," Socio-Economic Planning Sciences, Elsevier, vol. 76(C).
- Christian von Hirschhausen & Astrid Cullmann & Andreas Kappeler, 2006.
"Efficiency analysis of German electricity distribution utilities - non-parametric and parametric tests,"
Applied Economics, Taylor & Francis Journals, vol. 38(21), pages 2553-2566.
- von Hirschhausen, Christian R. & Cullmann, Astrid, 2005. "Efficiency Analysis of German Electricity Distribution Utilities : Non-Parametric and Parametric Tests," Dresden Discussion Paper Series in Economics 06/05, Technische Universität Dresden, Faculty of Business and Economics, Department of Economics.
- P. Nillesen & M. Pollitt, 2010.
"Using Regulatory Benchmarking Techniques to Set Company Performance Targets: The Case of Us Electricity,"
Competition and Regulation in Network Industries, Intersentia, vol. 11(1), pages 50-85, March.
- Nillesen, P. & Pollitt, M.G., 2008. "Using regulatory benchmarking techniques to set company performance targets: the case of US electricity," Cambridge Working Papers in Economics 0834, Faculty of Economics, University of Cambridge.
- Paul Nillesen & Michael Pollitt, 2008. "Using regulatory benchmarking techniques to set company performance targets: the case of US electricity," Working Papers EPRG 0817, Energy Policy Research Group, Cambridge Judge Business School, University of Cambridge.
- Costa, Marcelo Azevedo & Lopes, Ana Lúcia Miranda & de Pinho Matos, Giordano Bruno Braz, 2015. "Statistical evaluation of Data Envelopment Analysis versus COLS Cobb–Douglas benchmarking models for the 2011 Brazilian tariff revision," Socio-Economic Planning Sciences, Elsevier, vol. 49(C), pages 47-60.
- Henningsen, Arne & Bělín, Matěj & Henningsen, Géraldine, 2017.
"New insights into the stochastic ray production frontier,"
Economics Letters, Elsevier, vol. 156(C), pages 18-21.
- Arne Henningsen & Matěj Bělín & Géraldine Henningsen, 2017. "New insights into the stochastic ray production frontier," IFRO Working Paper 2017/01, University of Copenhagen, Department of Food and Resource Economics.
- Fried, Harold O. & Lovell, C. A. Knox & Schmidt, Shelton S. (ed.), 2008. "The Measurement of Productive Efficiency and Productivity Growth," OUP Catalogue, Oxford University Press, number 9780195183528.
- Hess, Borge & Cullmann, Astrid, 2007. "Efficiency analysis of East and West German electricity distribution companies - Do the "Ossis" really beat the "Wessis"?," Utilities Policy, Elsevier, vol. 15(3), pages 206-214, September.
- Capece, Guendalina & Costa, Roberta & Di Pillo, Francesca, 2021. "Benchmarking the efficiency of natural gas distribution utilities in Italy considering size, ownership, and maturity," Utilities Policy, Elsevier, vol. 72(C).
- Andor, Mark A. & Parmeter, Christopher & Sommer, Stephan, 2019.
"Combining uncertainty with uncertainty to get certainty? Efficiency analysis for regulation purposes,"
European Journal of Operational Research, Elsevier, vol. 274(1), pages 240-252.
- Andor, Mark A. & Parmeter, Christopher & Sommer, Stephan, 2018. "Combining uncertainty with uncertainty to get certainty? Efficiency analysis for regulation purposes," Ruhr Economic Papers 770, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
- Ioannis E. Tsolas, 2022. "Assessing Regional Entrepreneurship: A Bootstrapping Approach in Data Envelopment Analysis," Stats, MDPI, vol. 5(4), pages 1-10, November.
- Tsionas, Mike G., 2021. "Optimal combinations of stochastic frontier and data envelopment analysis models," European Journal of Operational Research, Elsevier, vol. 294(2), pages 790-800.
- Richard Schmalensee, 1989. "Good Regulatory Regimes," RAND Journal of Economics, The RAND Corporation, vol. 20(3), pages 417-436, Autumn.
- Bryon J. Parman & Allen M. Featherstone, 2019.
"A comparison of parametric and nonparametric estimation methods for cost frontiers and economic measures,"
Journal of Applied Economics, Taylor & Francis Journals, vol. 22(1), pages 60-85, January.
- Parman, Bryon & Featherstone, Allen & Amanor-Boadu, Vincent, 2014. "A Comparison of Parametric and Nonparametric Estimation Methods for Cost Frontiers and Economic Measures," 2014 Annual Meeting, July 27-29, 2014, Minneapolis, Minnesota 169877, Agricultural and Applied Economics Association.
- Astrid Cullmann & Christian Hirschhausen, 2008.
"Efficiency analysis of East European electricity distribution in transition: legacy of the past?,"
Journal of Productivity Analysis, Springer, vol. 29(2), pages 155-167, April.
- Astrid Cullmann & Jürgen Apfelbeck & Christian von Hirschhausen, 2006. "Efficiency Analysis of East European Electricity Distribution in Transition: Legacy of the Past?," Discussion Papers of DIW Berlin 553, DIW Berlin, German Institute for Economic Research.
- Altoé, Andrey Vinícius & da Costa Jr., Newton & Lopes, Ana Lúcia Miranda & Veloso, Thiago Roberto Magalhães & Saurin, Valter, 2017. "Technical efficiency and financial performance in the Brazilian distribution service operators," Socio-Economic Planning Sciences, Elsevier, vol. 59(C), pages 79-92.
- Kuosmanen, Timo, 2012. "Stochastic semi-nonparametric frontier estimation of electricity distribution networks: Application of the StoNED method in the Finnish regulatory model," Energy Economics, Elsevier, vol. 34(6), pages 2189-2199.
- Ikram, Majid & Rafique, Muhammad Zahid & Mohammed, Kamel Si & Waheed, Rida & Ferraz, Diogo, 2023. "Efficient resource utilization of the electricity distribution sector using nonparametric data envelopment analysis and influential factors," Utilities Policy, Elsevier, vol. 82(C).
- Meeusen, Wim & van den Broeck, Julien, 1977. "Efficiency Estimation from Cobb-Douglas Production Functions with Composed Error," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 18(2), pages 435-444, June.
- Janda, Karel & Krska, Stepan, 2014. "Benchmarking Methods in the Regulation of Electricity Distribution System Operators," MPRA Paper 59442, University Library of Munich, Germany.
- Tu Van Binh & Abay Mulatu & Boying Xu, 2022. "Corporate social responsibility & firm efficiency: evidence from endogenous cost inefficiency stochastic frontier analysis," Applied Economics, Taylor & Francis Journals, vol. 54(55), pages 6380-6392, November.
- Musau, Andrew & Kumbhakar, Subal C. & Mydland, Ørjan & Lien, Gudbrand, 2021. "Determinants of allocative and technical inefficiency in stochastic frontier models: An analysis of Norwegian electricity distribution firms," European Journal of Operational Research, Elsevier, vol. 288(3), pages 983-991.
- Haikel Khalfallah, 2013. "An assessment of Incentive Regulation in electricity networks: The story so far," Working Papers halshs-00931301, HAL.
- Alexandros M. Theodoridis & Md. Mazharul Anwar, 2011. "A comparison of DEA and SFA methods: a case study of farm households in Bangladesh," Journal of Developing Areas, Tennessee State University, College of Business, vol. 45(1), pages 95-110, July-Dece.
- Quang Nguyen & Sean Pascoe & Louisa Coglan & Son Nghiem, 2021. "The sensitivity of efficiency scores to input and other choices in stochastic frontier analysis: an empirical investigation," Journal of Productivity Analysis, Springer, vol. 55(1), pages 31-40, February.
- George E. Battese & Greg S. Corra, 1977. "Estimation Of A Production Frontier Model: With Application To The Pastoral Zone Of Eastern Australia," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 21(3), pages 169-179, December.
- Caves, Douglas W & Christensen, Laurits R & Diewert, W Erwin, 1982. "The Economic Theory of Index Numbers and the Measurement of Input, Output, and Productivity," Econometrica, Econometric Society, vol. 50(6), pages 1393-1414, November.
- J. Barrera-Santana, G.A. Marrero, and F.J. Ramos-Real, 2022. "Energy Efficiency and Energy Governance: A Stochastic Frontier Analysis Approach," The Energy Journal, International Association for Energy Economics, vol. 0(Number 6).
- Timothy J. Coelli & D.S. Prasada Rao & Christopher J. O’Donnell & George E. Battese, 2005. "An Introduction to Efficiency and Productivity Analysis," Springer Books, Springer, edition 0, number 978-0-387-25895-9, April.
- Ali Homayoni & Reza Fallahnejad & Farhad Hosseinzadeh Lotfi, 2022. "Cross Malmquist Productivity Index in Data Envelopment Analysis," 4OR, Springer, vol. 20(4), pages 567-602, December.
- Kumbhakar,Subal C. & Wang,Hung-Jen & Horncastle,Alan P., 2015.
"A Practitioner's Guide to Stochastic Frontier Analysis Using Stata,"
Cambridge Books,
Cambridge University Press, number 9781107029514, November.
- Kumbhakar,Subal C. & Wang,Hung-Jen & Horncastle,Alan P., 2015. "A Practitioner's Guide to Stochastic Frontier Analysis Using Stata," Cambridge Books, Cambridge University Press, number 9781107609464, November.
- Mehdi Farsi & Massimo Filippini & William Greene, 2006.
"Application Of Panel Data Models In Benchmarking Analysis Of The Electricity Distribution Sector,"
Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 77(3), pages 271-290, September.
- Mehdi Farsi & Massimo Filippini & William Greene, 2005. "Application of Panel Data Models in Benchmarking Analysis of the Electrivity Distribution Sector," CEPE Working paper series 05-39, CEPE Center for Energy Policy and Economics, ETH Zurich.
- Chung, William, 2011. "Review of building energy-use performance benchmarking methodologies," Applied Energy, Elsevier, vol. 88(5), pages 1470-1479, May.
- A. M. Theodoridis & A. Psychoudakis, 2008. "Efficiency Measurement in Greek Dairy Farms: Stochastic Frontier vs. Data Envelopment Analysis," International Journal of Business and Economic Sciences Applied Research (IJBESAR), Democritus University of Thrace (DUTH), Kavala Campus, Greece, vol. 1(2), pages 53-67, December.
- Matheus Koengkan & José Alberto Fuinhas & Emad Kazemzadeh & Fariba Osmani & Nooshin Karimi Alavijeh, 2022.
"Measuring the economic efficiency performance in Latin American and Caribbean countries: An empirical evidence from stochastic production frontier and data envelopment analysis,"
International Economics, CEPII research center, issue 169, pages 43-54.
- Koengkan, Matheus & Fuinhas, José Alberto & Kazemzadeh, Emad & Osmani, Fariba & Alavijeh, Nooshin Karimi & Auza, Anna & Teixeira, Mônica, 2022. "Measuring the economic efficiency performance in Latin American and Caribbean countries: An empirical evidence from stochastic production frontier and data envelopment analysis," International Economics, Elsevier, vol. 169(C), pages 43-54.
- Farsi, Mehdi & Filippini, Massimo & Kuenzle, Michael, 2007.
"Cost efficiency in the Swiss gas distribution sector,"
Energy Economics, Elsevier, vol. 29(1), pages 64-78, January.
- Mehdi Farsi & Massimo Filippini & Michael Kuenzle, 2004. "Cost Efficiency in the Swiss Gas Distribution Sector," CEPE Working paper series 04-36, CEPE Center for Energy Policy and Economics, ETH Zurich.
- Tsionas, Mike G., 2023. "Combining data envelopment analysis and stochastic frontiers via a LASSO prior," European Journal of Operational Research, Elsevier, vol. 304(3), pages 1158-1166.
- Battese, George E. & Corra, Greg S., 1977. "Estimation Of A Production Frontier Model: With Application To The Pastoral Zone Of Eastern Australia," Australian Journal of Agricultural Economics, Australian Agricultural and Resource Economics Society, vol. 21(3), pages 1-11, December.
- Murillo-Zamorano, Luis R. & Vega-Cervera, Juan A., 2001. "The use of parametric and non-parametric frontier methods to measure the productive efficiency in the industrial sector: A comparative study," International Journal of Production Economics, Elsevier, vol. 69(3), pages 265-275, February.
- Jamasb, Tooraj & Pollitt, Michael, 2003. "International benchmarking and regulation: an application to European electricity distribution utilities," Energy Policy, Elsevier, vol. 31(15), pages 1609-1622, December.
- Aigner, Dennis & Lovell, C. A. Knox & Schmidt, Peter, 1977. "Formulation and estimation of stochastic frontier production function models," Journal of Econometrics, Elsevier, vol. 6(1), pages 21-37, July.
- Parmeter, Christopher F. & Kumbhakar, Subal C., 2014. "Efficiency Analysis: A Primer on Recent Advances," Foundations and Trends(R) in Econometrics, now publishers, vol. 7(3-4), pages 191-385, December.
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Keywords
Data envelopment analysis; Stochastic frontier analysis; Electricity distribution; Technical efficiency;All these keywords.
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