Semi-parametric Estimation of Convex and Nonconvex By-Production Technologies
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- 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.
- Emili GRIFELL‐TATJÉ & Kristiaan KERSTENS, 2008.
"Incentive Regulation And The Role Of Convexity In Benchmarking Electricity Distribution: Economists Versus Engineers,"
Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 79(2), pages 227-248, June.
- Emili Grifell-Tatjé & Kristiaan Kerstens, 2007. "Incentive Regulation and the Role of Convexity in Benchmarking Electricity Distribution: Economists versus Engineers," Working Papers 2007-ECO-01, IESEG School of Management.
- E. Grifell-Tatje & K. Kerstens, 2008. "Incentive Regulation and the Role of Convexity in Benchmarking Electricity Distribution: Economists versus Engineers," Post-Print hal-00280784, HAL.
- Keshvari, Abolfazl & Kuosmanen, Timo, 2013. "Stochastic non-convex envelopment of data: Applying isotonic regression to frontier estimation," European Journal of Operational Research, Elsevier, vol. 231(2), pages 481-491.
- Afriat, Sidney N, 1972. "Efficiency Estimation of Production Function," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 13(3), pages 568-598, October.
- Yuan, Qianqian & Baležentis, Tomas & Shen, Zhiyang & Streimikiene, Dalia, 2021. "Economic and environmental performance of the belt and road countries under convex and nonconvex production technologies," Journal of Asian Economics, Elsevier, vol. 75(C).
- Henry Tulkens, 2006.
"On FDH Efficiency Analysis: Some Methodological Issues and Applications to Retail Banking, Courts and Urban Transit,"
Springer Books, in: Parkash Chander & Jacques Drèze & C. Knox Lovell & Jack Mintz (ed.), Public goods, environmental externalities and fiscal competition, chapter 0, pages 311-342,
Springer.
- Henry Tulkens, 1993. "On FDH efficiency analysis: Some methodological issues and applications to retail banking, courts, and urban transit," Journal of Productivity Analysis, Springer, vol. 4(1), pages 183-210, June.
- TULKENS, Henry, 1993. "On FDH efficiency analysis: some methodological issues and applications to retail banking, courts, and urban transit," LIDAM Reprints CORE 1046, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- Common, Mick & Perrings, Charles, 1992. "Towards an ecological economics of sustainability," Ecological Economics, Elsevier, vol. 6(1), pages 7-34, July.
- Klaassen, Ger A. J. & Opschoor, Johannes B., 1991. "Economics of sustainability or the sustainability of economics: Different paradigms," Ecological Economics, Elsevier, vol. 4(2), pages 93-115, November.
- Atakelty Hailu & Terrence S. Veeman, 2001. "Non-parametric Productivity Analysis with Undesirable Outputs: An Application to the Canadian Pulp and Paper Industry," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 83(3), pages 605-616.
- Cesaroni, Giovanni & Kerstens, Kristiaan & Van de Woestyne, Ignace, 2017.
"Global and local scale characteristics in convex and nonconvex nonparametric technologies: A first empirical exploration,"
European Journal of Operational Research, Elsevier, vol. 259(2), pages 576-586.
- Giovanni Cesaroni & Kristiaan Kerstens & Ignace Van De Woestyne, 2017. "Global and local scale characteristics in convex and nonconvex nonparametric technologies: A first empirical exploration," Post-Print hal-01533520, HAL.
- 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.
- Forsund, Finn R., 2009.
"Good Modelling of Bad Outputs: Pollution and Multiple-Output Production,"
International Review of Environmental and Resource Economics, now publishers, vol. 3(1), pages 1-38, August.
- Førsund, Finn R., 2008. "Good Modelling of Bad Outputs: Pollution and Multiple-Output Production," Memorandum 30/2008, Oslo University, Department of Economics.
- Kristiaan Kerstens & Ignace Van de Woestyne, 2021.
"Cost functions are nonconvex in the outputs when the technology is nonconvex: convexification is not harmless,"
Annals of Operations Research, Springer, vol. 305(1), pages 81-106, October.
- Kristiaan Kerstens & Ignace van de Woestyne, 2021. "Cost functions are nonconvex in the outputs when the technology is nonconvex: convexification is not harmless," Post-Print hal-03274911, HAL.
- Laurens Cherchye & Timo Kuosmanen & Thierry Post, 2000. "What Is the Economic Meaning of FDH? A Reply to Thrall," Journal of Productivity Analysis, Springer, vol. 13(3), pages 263-267, May.
- Jeanneaux, Philippe & Latruffe, Laure, 2016. "Modelling pollution-generating technologies in performance benchmarking: Recent developments, limits and future prospects in the nonparametric frameworkAuthor-Name: Dakpo, K. Hervé," European Journal of Operational Research, Elsevier, vol. 250(2), pages 347-359.
- Murty, Sushama & Robert Russell, R. & Levkoff, Steven B., 2012. "On modeling pollution-generating technologies," Journal of Environmental Economics and Management, Elsevier, vol. 64(1), pages 117-135.
- Frederic Ang & Kristiaan Kerstens & Jafar Sadeghi, 2023.
"Energy productivity and greenhouse gas emission intensity in Dutch dairy farms: A Hicks–Moorsteen by‐production approach under non‐convexity and convexity with equivalence results,"
Journal of Agricultural Economics, Wiley Blackwell, vol. 74(2), pages 492-509, June.
- Frederic Ang & Kristiaan Kerstens & Jafar Sadeghi, 2022. "Energy productivity and greenhouse gas emission intensity in Dutch dairy farms: A Hicks–Moorsteen by‐production approach under non‐convexity and convexity with equivalence results," Post-Print hal-03833513, HAL.
- Timo Kuosmanen, 2005. "Weak Disposability in Nonparametric Production Analysis with Undesirable Outputs," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 87(4), pages 1077-1082.
- Mahlberg, Bernhard & Sahoo, Biresh K., 2011. "Radial and non-radial decompositions of Luenberger productivity indicator with an illustrative application," International Journal of Production Economics, Elsevier, vol. 131(2), pages 721-726, June.
- Michail Tsagris & Vangelis Tzouvelekas, 2022. "Nitrate leaching and efficiency measurement in intensive farming systems: A parametric by‐production technology approach," Agricultural Economics, International Association of Agricultural Economists, vol. 53(4), pages 633-647, July.
- 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.
- Timo Kuosmanen & Andrew L. Johnson, 2010. "Data Envelopment Analysis as Nonparametric Least-Squares Regression," Operations Research, INFORMS, vol. 58(1), pages 149-160, February.
- Laurens Cherchye & Timo Kuosmanen & Thierry Post, 2001. "FDH Directional Distance Functions with an Application to European Commercial Banks," Journal of Productivity Analysis, Springer, vol. 15(3), pages 201-215, January.
- Li, Qi & Maasoumi, Esfandiar & Racine, Jeffrey S., 2009. "A nonparametric test for equality of distributions with mixed categorical and continuous data," Journal of Econometrics, Elsevier, vol. 148(2), pages 186-200, February.
- Richard F. Garbaccio & Benjamin E. Hermalin & Nancy E. Wallace, 1994. "A Comparison of Nonparametric Methods to Measure Efficiency in the Savings and Loan Industry," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 22(1), pages 169-193, March.
- Mekaroonreung, Maethee & Johnson, Andrew L., 2012. "Estimating the shadow prices of SO2 and NOx for U.S. coal power plants: A convex nonparametric least squares approach," Energy Economics, Elsevier, vol. 34(3), pages 723-732.
- Scheel, Holger, 2001. "Undesirable outputs in efficiency valuations," European Journal of Operational Research, Elsevier, vol. 132(2), pages 400-410, July.
- Timo Kuosmanen & Mika Kortelainen, 2012. "Stochastic non-smooth envelopment of data: semi-parametric frontier estimation subject to shape constraints," Journal of Productivity Analysis, Springer, vol. 38(1), pages 11-28, August.
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Keywords
By-production technology; StoNED; Convex technology; Nonconvex technology;All these keywords.
NEP fields
This paper has been announced in the following NEP Reports:- NEP-EFF-2024-05-27 (Efficiency and Productivity)
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