IDEAS home Printed from https://ideas.repec.org/p/hal/journl/hal-05226442.html
   My bibliography  Save this paper

Introducing statistical inference to the DEA model: an application of BOOTSTRAP to the performance scores of MFIs in developing countries
[Introduction de l'inférence statistique au modèle DEA : une application de BOOTSTRAP aux scores de performance des IMF des pays en Développement]

Author

Listed:
  • Hugues Keje

    (Université catholique du Congo - Université catholique du Congo)

Abstract

Using the research of Simar and Wilson, this article applies the Bootstrap to the performance scores derived from the Data Envelopment Analysis (DEA) model of MFIs in developing countries. Then, it apprehend the sensitivity of these scores to exogenous shocks particulary the macroeconomics variables. The estimated DEA frontier effectively differentiates between efficient MFIs located on this frontier and inefficient MFIs located below it.

Suggested Citation

  • Hugues Keje, 2025. "Introducing statistical inference to the DEA model: an application of BOOTSTRAP to the performance scores of MFIs in developing countries [Introduction de l'inférence statistique au modèle DEA : un," Post-Print hal-05226442, HAL.
    • Handle: RePEc:hal:journl:hal-05226442
    Note: View the original document on HAL open archive server: https://hal.science/hal-05226442v1
    as

    Download full text from publisher

    File URL: https://hal.science/hal-05226442v1/document
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Berger, Allen N. & Humphrey, David B., 1997. "Efficiency of financial institutions: International survey and directions for future research," European Journal of Operational Research, Elsevier, vol. 98(2), pages 175-212, April.
    2. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    3. Berger, Allen N. & Mester, Loretta J., 1997. "Inside the black box: What explains differences in the efficiencies of financial institutions?," Journal of Banking & Finance, Elsevier, vol. 21(7), pages 895-947, July.
    4. William W. Cooper & Lawrence M. Seiford & Kaoru Tone, 2006. "Introduction to Data Envelopment Analysis and Its Uses," Springer Books, Springer, number 978-0-387-29122-2, September.
    5. J. Fernandez-Cornejo & C. M. Gempesaw II & J. G. Elterich & S. E. Stefanou, 1992. "Dynamic Measures of Scope and Scale Economies: An Application to German Agriculture," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 74(2), pages 329-342.
    Full references (including those not matched with items on IDEAS)

    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.
    1. Soteriou, Andreas C. & Zenios, Stavros A., 1999. "Using data envelopment analysis for costing bank products," European Journal of Operational Research, Elsevier, vol. 114(2), pages 234-248, April.
    2. 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.
    3. Richard Simper & Maximilian J.B. Hall & Wenbin B. Liu & Valentin Zelenyuk & Zhongbao Zhou, 2014. "How Relevant is the Choice of Risk Management Control Variable to Non-parametric Bank Profit Efficiency Analysis?," CEPA Working Papers Series WP122014, School of Economics, University of Queensland, Australia.
    4. Miguel SARMIENTOO & Andr�s CEPEDA & Hernando MUTIS & Juan F. P�REZ, 2013. "Nueva Evidencia sobre la Eficiencia de la Banca," Archivos de Economía 10705, Departamento Nacional de Planeación.
    5. Vassilios Babalos & Michael Doumpos & Nikolaos Philippas & Constantin Zopounidis, 2015. "Towards a Holistic Approach for Mutual Fund Performance Appraisal," Computational Economics, Springer;Society for Computational Economics, vol. 46(1), pages 35-53, June.
    6. Richard S. Barr & Kory A. Killgo & Thomas F. Siems & Sheri Zimmel, 1999. "Evaluating the productive efficiency and performance of U.S. commercial banks," Financial Industry Studies Working Paper 99-3, Federal Reserve Bank of Dallas.
    7. Mario Fortin & André Leclerc, 2011. "L’Efficience Des Cooperatives De Services Financiers: Une Analyse De La Contribution Du Milieu," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 82(1), pages 45-62, March.
    8. Wijesiri, Mahinda & Yaron, Jacob & Meoli, Michele, 2017. "Assessing the financial and outreach efficiency of microfinance institutions: Do age and size matter?," Journal of Multinational Financial Management, Elsevier, vol. 40(C), pages 63-76.
    9. Chu, Sing Fat & Lim, Guan Hua, 1998. "Share performance and profit efficiency of banks in an oligopolistic market: evidence from Singapore," Journal of Multinational Financial Management, Elsevier, vol. 8(2-3), pages 155-168, September.
    10. Dairo Estrada & Poldy Osorio, 2004. "Effects of Financial Capital on Colombian Banking Efficiency," Revista ESPE - Ensayos sobre Política Económica, Banco de la Republica de Colombia, vol. 22(47), pages 162-201, December.
    11. Головань С.В. & Назин В.В. & Пересецкий А.А., 2010. "Непараметрические Оценки Эффективности Российских Банков," Журнал Экономика и математические методы (ЭММ), Центральный Экономико-Математический Институт (ЦЭМИ), vol. 46(3), июль.
    12. Mohammed Khaled I. Bader & Shamsher Mohamad & Mohamed Ariff & Taufiq Hassan, 2008. "Cost, Revenue, And Profit Efficiency Of Islamic Versus Conventional Banks: International Evidence Using Data Envelopment Analysis," Islamic Economic Studies, The Islamic Research and Training Institute (IRTI), vol. 15, pages 24-76.
    13. Zaman, Mohammad Shahid & Valiyattoor, Vipin & Bhandari, Anup Kumar, 2022. "Dynamics of total factor productivity growth: An empirical analysis of Indian commercial banks," The Journal of Economic Asymmetries, Elsevier, vol. 26(C).
    14. Baharin, Roziana & isa, zaidi, 2018. "Box Cox- Fourier Flexible Functional Forms in Stochastic Metafrontier Analysis: The Cost Efficiency of the Insurance Industry in Malaysia," Jurnal Ekonomi Malaysia, Faculty of Economics and Business, Universiti Kebangsaan Malaysia, vol. 52(1), pages 135-144.
    15. Havranek, Tomas & Irsova, Zuzana & Lesanovska, Jitka, 2016. "Bank efficiency and interest rate pass-through: Evidence from Czech loan products," Economic Modelling, Elsevier, vol. 54(C), pages 153-169.
    16. Fukuyama, Hirofumi & Weber, William L., 2010. "A slacks-based inefficiency measure for a two-stage system with bad outputs," Omega, Elsevier, vol. 38(5), pages 398-409, October.
    17. Белоусова В. Ю., 2009. "Эффективность Издержек Однородных Российских Коммерческих Банков: Обзор Проблемы И Новые Результаты," Higher School of Economics Economic Journal Экономический журнал Высшей школы экономики, CyberLeninka;Федеральное государственное автономное образовательное учреждение высшего образования «Национальный исследовательский университет «Высшая школа экономики», vol. 13(4), pages 489-519.
    18. Giokas, Dimitris I., 2008. "Assessing the efficiency in operations of a large Greek bank branch network adopting different economic behaviors," Economic Modelling, Elsevier, vol. 25(3), pages 559-574, May.
    19. Belasri, Sanaa & Gomes, Mathieu & Pijourlet, Guillaume, 2020. "Corporate social responsibility and bank efficiency," Journal of Multinational Financial Management, Elsevier, vol. 54(C).
    20. Fadzlan Sufian & Muzafar Shah Habibullah, 2012. "Developments in the efficiency of the Malaysian banking sector: the impacts of financial disruptions and exchange rate regimes," Progress in Development Studies, , vol. 12(1), pages 19-46, January.

    More about this item

    Keywords

    ;
    ;
    ;

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    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:hal:journl:hal-05226442. See general information about how to correct material in RePEc.

    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: CCSD (email available below). General contact details of provider: https://hal.archives-ouvertes.fr/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.