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Estimating efficiencies from frontier models with panel data: a comparison of parametric, non-parametric and semi-parametric metods with bootstrapping

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Cited by:

  1. Shahsuzan Zakaria, 2023. "The Need to go Beyond Deterministic Data Envelopment Analysis (DEA): A Comparative Analysis with Bootstrapping DEA in Risk Management Efficiency Measurements," Information Management and Business Review, AMH International, vol. 15(4), pages 433-446.
  2. Souza, Geraldo da Silva e & Gomes, Eliane Gonçalves & Alves, Eliseu Roberto de Andrade & Gasques, José Garcia, 2020. "Technological progress in the Brazilian agriculture," Socio-Economic Planning Sciences, Elsevier, vol. 72(C).
  3. C. Lovell & Shawna Grosskopf & Eduardo Ley & Jesús Pastor & Diego Prior & Philippe Eeckaut, 1994. "Linear programming approaches to the measurement and analysis of productive efficiency," TOP: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 2(2), pages 175-248, December.
  4. Dorgyles C.M. Kouakou, 2022. "Separating innovation short-run and long-run technical efficiencies: Evidence from the Economic Community of West African States (ECOWAS)," European Journal of Comparative Economics, Cattaneo University (LIUC), vol. 19(1), pages 103-141, June.
  5. Rachida El Mehdi & Christian M. Hafner, 2014. "Local Government Efficiency: The Case of Moroccan Municipalities," African Development Review, African Development Bank, vol. 26(1), pages 88-101, March.
  6. Léopold Simar & Paul W. Wilson, 2015. "Statistical Approaches for Non-parametric Frontier Models: A Guided Tour," International Statistical Review, International Statistical Institute, vol. 83(1), pages 77-110, April.
  7. Qu Feng & William C. Horrace, 2012. "Alternative technical efficiency measures: Skew, bias and scale," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 27(2), pages 253-268, March.
  8. Jose Pastor & Lorenzo Serrano, 2005. "Efficiency, endogenous and exogenous credit risk in the banking systems of the Euro area," Applied Financial Economics, Taylor & Francis Journals, vol. 15(9), pages 631-649.
  9. Nitin Arora & Ishfaq Ali Ganaie, 2023. "How Much Technically Efficient Is The South Asian Region? An Intra-Regional Comparison Among Its Affiliates," South Asia Economic Journal, Institute of Policy Studies of Sri Lanka, vol. 24(1), pages 20-40, March.
  10. Subhash C. Ray, 2022. "Choice of Inputs and Outputs for Production Analysis," Springer Books, in: Subhash C. Ray & Robert G. Chambers & Subal C. Kumbhakar (ed.), Handbook of Production Economics, chapter 26, pages 1083-1116, Springer.
  11. Maria da Conceição Sampaio de Sousa & Silvane Battaglin Schwengber, 2005. "Efficiency Estimates For Judicial Services In Brazil: Nonparametric Fdh (Free Disposal Hull) And The Expected Order- M Efficiency Scores For Rio Grande Do Sul Courts´," Anais do XXXIII Encontro Nacional de Economia [Proceedings of the 33rd Brazilian Economics Meeting] 053, ANPEC - Associação Nacional dos Centros de Pós-Graduação em Economia [Brazilian Association of Graduate Programs in Economics].
  12. Joaquín Maudos, 1996. "Eficiencia, cambio técnico y productividad en el sector bancario español: una aproximación de frontera estocástica," Investigaciones Economicas, Fundación SEPI, vol. 20(3), pages 339-358, September.
  13. Daley, Jenifer & Matthews, Kent & Zhang, Tiantian, 2011. "Post-crisis cost efficiency of Jamaican banks," Cardiff Economics Working Papers E2011/27, Cardiff University, Cardiff Business School, Economics Section.
  14. Leopold SIMAR & Wolfgang HAERDLE, "undated". "Iterated bootstrap with applications to frontier models," Statistic und Oekonometrie 9302, Humboldt Universitaet Berlin.
  15. Massimo Filippini & Joerg Wild, 1998. "The Estimation of an Average Cost Frontier to Calculate Benchmark Tariffs for Electricity Distribution," SOI - Working Papers 9803, Socioeconomic Institute - University of Zurich.
  16. Papież, Monika & Śmiech, Sławomir & Frodyma, Katarzyna, 2019. "Factors affecting the efficiency of wind power in the European Union countries," Energy Policy, Elsevier, vol. 132(C), pages 965-977.
  17. Boutheina Bannour & Asma Sghaier & Mohammad Nurunnabi, 2020. "How to Choose a Nonparametric Frontier Model? Technical Efficiency of Turkish Banks Assessing Global," Global Business Review, International Management Institute, vol. 21(2), pages 348-364, April.
  18. Miika Linna, 1998. "Measuring hospital cost efficiency with panel data models," Health Economics, John Wiley & Sons, Ltd., vol. 7(5), pages 415-427, August.
  19. Fadzlan Sufian & Fakarudin Kamarudin, 2017. "Forced Mergers on Bank Efficiency and Productivity: Evidence from Semi-parametric Malmquist Productivity Index," Global Business Review, International Management Institute, vol. 18(1), pages 19-44, February.
  20. Sreejith Aravindakshan & Frederick Rossi & T. S. Amjath-Babu & Prakashan Chellattan Veettil & Timothy J. Krupnik, 2018. "Application of a bias-corrected meta-frontier approach and an endogenous switching regression to analyze the technical efficiency of conservation tillage for wheat in South Asia," Journal of Productivity Analysis, Springer, vol. 49(2), pages 153-171, June.
  21. Alexandra Sintori & Angelos Liontakis & Irene Tzouramani, 2019. "Assessing the Environmental Efficiency of Greek Dairy Sheep Farms: GHG Emissions and Mitigation Potential," Agriculture, MDPI, vol. 9(2), pages 1-14, February.
  22. Mehdi Farsi & Massimo Filippini, 2004. "Regulation and Measuring Cost-Efficiency with Panel Data Models: Application to Electricity Distribution Utilities," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 25(1), pages 1-19, August.
  23. Galdeano-Gomez, Emilio & Cespedes-Lorente, Jose & Rodriguez, Manuel Rodriguez, 2005. "Productivity and Quality-Environmental Changes in Marketing Co-operatives: An Analysis on the Horticultural Sector," 2005 International Congress, August 23-27, 2005, Copenhagen, Denmark 24698, European Association of Agricultural Economists.
  24. 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.
  25. Massimo Filippini & Jörg Wild & Michael Kuenzle, 2001. "Scale and cost efficiency in the Swiss electricity distribution industry: evidence from a frontier cost approach," CEPE Working paper series 01-08, CEPE Center for Energy Policy and Economics, ETH Zurich.
  26. Nodin, Mohd Norazmi & Mustafa, Zainol & Hussain, Saiful Izzuan, 2022. "Assessing rice production efficiency for food security policy planning in Malaysia: A non-parametric bootstrap data envelopment analysis approach," Food Policy, Elsevier, vol. 107(C).
  27. Evangelia Desli & Subhash C. Ray, 2004. "A Bootstrap-Regression Procedure to Capture Unit Specific Effects In Data Envelopment Analysis," Indian Economic Review, Department of Economics, Delhi School of Economics, vol. 39(1), pages 89-110, January.
  28. Myungsup Kim & Yangseon Kim & Peter Schmidt, 2007. "On the accuracy of bootstrap confidence intervals for efficiency levels in stochastic frontier models with panel data," Journal of Productivity Analysis, Springer, vol. 28(3), pages 165-181, December.
  29. I. Fraser & W. Horrace, 2003. "Technical Efficiency of Australian Wool Production: Point and Confidence Interval Estimates," Journal of Productivity Analysis, Springer, vol. 20(2), pages 169-190, September.
  30. Barbara Casu & Philip Molyneux, 2003. "A comparative study of efficiency in European banking," Applied Economics, Taylor & Francis Journals, vol. 35(17), pages 1865-1876.
  31. Mehdi Farsi & Massimo Filippini, 2005. "A Benchmarking Analysis of Electricity Distribution Utilities in Switzerland," CEPE Working paper series 05-43, CEPE Center for Energy Policy and Economics, ETH Zurich.
  32. Christopher F. Parmeter & Valentin Zelenyuk, 2019. "Combining the Virtues of Stochastic Frontier and Data Envelopment Analysis," Operations Research, INFORMS, vol. 67(6), pages 1628-1658, November.
  33. Fei-Ching Wang & Wei-Ting Hung & Jui-Kou Shang, 2006. "Measuring the Cost Efficiency of International Tourist Hotels in Taiwan," Tourism Economics, , vol. 12(1), pages 65-85, March.
  34. 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.
  35. Léopold Simar & Valentin Zelenyuk, 2007. "Statistical inference for aggregates of Farrell-type efficiencies," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(7), pages 1367-1394.
  36. 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.
  37. Estache, Antonio & Kouassi, Eugene, 2002. "Sector organization, governance, and the inefficiency of African water utilities," Policy Research Working Paper Series 2890, The World Bank.
  38. Farsi, Mehdi & Filippini, Massimo, 2009. "An analysis of cost efficiency in Swiss multi-utilities," Energy Economics, Elsevier, vol. 31(2), pages 306-315, March.
  39. Peter C. Smith & Andrew Street, 2005. "Measuring the efficiency of public services: the limits of analysis," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 168(2), pages 401-417, March.
  40. Mercedes Gumbau Albert & Joaquín Maudos Villarroya, 2000. "- Profitability, Market Structure And Efficiency: An Application To The Spanish Industry," Working Papers. Serie EC 2000-05, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
  41. Dong‐Sing He & Imen Tebourbi, 2021. "Measuring the continuation effects of market order entry: A dynamic model," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 42(3), pages 762-777, April.
  42. 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.
  43. Abd elrhman Elzahi Saaid,Saiful Azhar Rosly,Mansor H. Ibrahim,and Naziruddin Abdullah, 2003. "The X-Efficiency Of The Sudanese Islamic Banks," IIUM Journal of Economics and Management, IIUM Journal of Economis and Management, vol. 11(2), pages 123-141, December.
  44. Ali Bahari & Ali Emrouznejad, 2014. "Influential DMUs and outlier detection in data envelopment analysis with an application to health care," Annals of Operations Research, Springer, vol. 223(1), pages 95-108, December.
  45. Cristina Bernini & Andrea Guizzardi, 2010. "Internal and Locational Factors Affecting Hotel Industry Efficiency: Evidence from Italian Business Corporations," Tourism Economics, , vol. 16(4), pages 883-913, December.
  46. Filippini, Massimo & Hrovatin, Nevenka & Zoric, Jelena, 2004. "Efficiency and regulation of the Slovenian electricity distribution companies," Energy Policy, Elsevier, vol. 32(3), pages 335-344, February.
  47. José Solana‐Ibáñez & Manuel Caravaca‐Garratón, 2021. "Stakeholder engagement and corporate social reputation: The influence of exogenous factors on efficiency performance (stakeholder engagement and exogenous factors): Stakeholder engagement and exogenou," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 28(6), pages 1891-1905, November.
  48. Pérez-Cárceles, María Concepción & Gómez-García, Juan & Gómez Gallego, Juan Cándido, 2019. "Goodness of governance effect on European banking efficiency," International Review of Economics & Finance, Elsevier, vol. 64(C), pages 29-40.
  49. Dorgyles C.M. Kouakou, 2022. "Separating innovation short-run and long-run technical efficiencies: Evidence from the Economic Community of West African States (ECOWAS)," European Journal of Comparative Economics, Cattaneo University (LIUC), vol. 19(1), pages 103-141, June.
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