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Detecting abnormal credit union performance

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  • Bauer, Keldon

Abstract

Credit unions are an important financial intermediary, but little credit union research is done. A primary reason for the lack of research is the cooperative nature of the industry, making traditional methods of detecting abnormal performance inappropriate. This paper proposes two methods of detecting abnormal performance, one parametric, the other non-parametric. Instead of testing the efficiency of the institution, this paper proposes testing the return vector, as indicated in the theoretical objective function of the member. Simulations demonstrate that both methods are correctly specified and powerful.

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  • Bauer, Keldon, 2008. "Detecting abnormal credit union performance," Journal of Banking & Finance, Elsevier, vol. 32(4), pages 573-586, April.
    • Handle: RePEc:eee:jbfina:v:32:y:2008:i:4:p:573-586
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    Cited by:

    1. Bauer, Keldon J. & Miles, Linda L. & Nishikawa, Takeshi, 2009. "The effect of mergers on credit union performance," Journal of Banking & Finance, Elsevier, vol. 33(12), pages 2267-2274, December.
    2. Gomez-Biscarri, Javier & López-Espinosa, Germán & Mesa-Toro, Andrés, 2021. "The risk implications of the business loan activity in credit unions," Journal of Financial Stability, Elsevier, vol. 56(C).
    3. Abdelaati Daouia & Léopold Simar & Paul W. Wilson, 2017. "Measuring firm performance using nonparametric quantile-type distances," Econometric Reviews, Taylor & Francis Journals, vol. 36(1-3), pages 156-181, March.
    4. R. Raymond Sant & Stephen B. Carter, 2015. "Acquired Credit Unions: Drivers of Takeover," International Journal of Business and Social Research, MIR Center for Socio-Economic Research, vol. 5(8), pages 18-33, August.
    5. Malikov, Emir & Kumbhakar, Subal C. & Sun, Yiguo, 2016. "Varying coefficient panel data model in the presence of endogenous selectivity and fixed effects," Journal of Econometrics, Elsevier, vol. 190(2), pages 233-251.
    6. Brown, Christine & Davis, Kevin, 2009. "Capital management in mutual financial institutions," Journal of Banking & Finance, Elsevier, vol. 33(3), pages 443-455, March.
    7. David C. Wheelock & Paul W. Wilson, 2011. "Are Credit Unions Too Small?," The Review of Economics and Statistics, MIT Press, vol. 93(4), pages 1343-1359, November.
    8. Donal G. MCKILLOP & Barry QUINN, 2015. "Web Adoption By Irish Credit Unions: Performance Implications," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 86(3), pages 421-443, September.
    9. Geoffrey Rubin & George Overstreet & Peter Beling & Kanshukan Rajaratnam, 2013. "A dynamic theory of the credit union," Annals of Operations Research, Springer, vol. 205(1), pages 29-53, May.
    10. Kazumine Kondo, 2017. "Do credit associations compete with each other in Japanese regional lending markets?," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 41(1), pages 195-210, January.
    11. Emir Malikov & Diego A. Restrepo-Tobón & Subal C. Kumbhakar, 2018. "Heterogeneous credit union production technologies with endogenous switching and correlated effects," Econometric Reviews, Taylor & Francis Journals, vol. 37(10), pages 1095-1119, November.
    12. Javier Gómez‐Biscarri & Germán López‐Espinosa & Andrés Mesa‐Toro, 2022. "Drivers of depositor discipline in credit unions," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 93(4), pages 849-885, December.
    13. Gregory McKee & Albert Kagan, 2016. "Determinants of recent structural change for small asset U.S. credit unions," Review of Quantitative Finance and Accounting, Springer, vol. 47(3), pages 775-795, October.
    14. Saulo Cardoso Maia & Gideon Carvalho Benedicto & José Willer Prado & David Alastair Robb & Oscar Neto Almeida Bispo & Mozar José Brito, 2019. "Mapping the literature on credit unions: a bibliometric investigation grounded in Scopus and Web of Science," Scientometrics, Springer;Akadémiai Kiadó, vol. 120(3), pages 929-960, September.
    15. Hessou, Helyoth & Lai, Van Son, 2017. "Basel III capital buffer requirements and credit union prudential regulation: Canadian evidence," Journal of Financial Stability, Elsevier, vol. 30(C), pages 92-110.
    16. McKillop, Donal G. & Quinn, Barry, 2017. "Irish credit unions: Differential regulation based on business model complexity," The British Accounting Review, Elsevier, vol. 49(2), pages 230-241.
    17. Kondo, Kazumine, 2014. "Do Credit Associations Compete with Each Other in Japanese Regional Lending Markets?," MPRA Paper 56669, University Library of Munich, Germany.
    18. Wheelock, David C. & Wilson, Paul W., 2013. "The evolution of cost-productivity and efficiency among US credit unions," Journal of Banking & Finance, Elsevier, vol. 37(1), pages 75-88.
    19. David C. Wheelock & Paul W. Wilson, 2009. "Robust, dynamic nonparametric benchmarking: the evolution of cost-productivity and efficiency among U.S. credit unions," Working Papers 2009-008, Federal Reserve Bank of St. Louis.
    20. Jalal El Fadil & Helyoth Hessou, 2024. "Performance and Assets and Liabilities Management in the U.S. Credit Union," Journal of Applied Finance & Banking, SCIENPRESS Ltd, vol. 14(1), pages 1-6.
    21. Nguyen, Linh H. & Wilson, John O.S. & Le, Tuan Q. & Luu, Hiep N. & Nguyen, Tram-Anh & Vo, Vinh X., 2022. "Deposit insurance and credit union lending," Journal of Financial Stability, Elsevier, vol. 60(C).
    22. Shane A. Van Dalsem, 2017. "Uninsured deposits and excess share insurance at US credit unions: the impact on risk and returns to members," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 41(4), pages 714-738, October.
    23. R. Raymond Sant & Stephen B. Carter, 2015. "Acquired Credit Unions: Drivers of Takeover," International Journal of Business and Social Research, LAR Center Press, vol. 5(8), pages 18-33, August.

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