IDEAS home Printed from https://ideas.repec.org/p/pqs/wpaper/042009.html
   My bibliography  Save this paper

Off-Balance-Sheet Activities and the Shadow Banking System: An Application of the Hausman Test with Higher Moments Instruments

Author

Listed:
  • Christian Calmès

    (Département des sciences administratives, Université du Québec (Outaouais), et Chaire d'information financière et organisationnelle, ESG-UQAM)

  • Raymond Théoret

    (Département de stratégie des affaires, Université du Québec (Montréal), et Chaire d'information financière et organisationnelle, ESG-UQAM)

Abstract

The noninterest income banks generate from their off-balance-sheet activities contributes greatly to the volatility of their operating revenues. Using Canadian data, we apply a modified Hausman procedure based on higher moments instruments and revisit this phenomenon to establish that the share of noninterest income (snonin) is actually endogenous to banks returns. In 1997, after the adoption of the Value at Risk (VaR) as a measure of banks risk, the snonin sign turns positive in the returns equations, indicating the emergence of diversification gains from banks non-traditional activities. ARCH-M estimations corroborate the idea that banks have gradually adapted to their new business lines, with an adjustment process begun even before 1997. However, the banks risk premium associated to OBS activities has continuously increased since that date.

Suggested Citation

  • Christian Calmès & Raymond Théoret, 2009. "Off-Balance-Sheet Activities and the Shadow Banking System: An Application of the Hausman Test with Higher Moments Instruments," RePAd Working Paper Series UQO-DSA-wp042009, Département des sciences administratives, UQO.
  • Handle: RePEc:pqs:wpaper:042009
    as

    Download full text from publisher

    File URL: http://www.repad.org/ca/qc/uq/uqo/dsa/endo092009.pdf
    File Function: First version, 2009
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Stiroh, Kevin J. & Rumble, Adrienne, 2006. "The dark side of diversification: The case of US financial holding companies," Journal of Banking & Finance, Elsevier, vol. 30(8), pages 2131-2161, August.
    2. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    3. Emmanuel Farhi & Jean Tirole, 2012. "Collective Moral Hazard, Maturity Mismatch, and Systemic Bailouts," American Economic Review, American Economic Association, vol. 102(1), pages 60-93, February.
    4. Christian Calmès, 2004. "Regulatory Changes and Financial Structure: The Case of Canada," Swiss Journal of Economics and Statistics (SJES), Swiss Society of Economics and Statistics (SSES), vol. 140(I), pages 1-35, March.
    5. Xavier Gabaix, 2011. "The Granular Origins of Aggregate Fluctuations," Econometrica, Econometric Society, vol. 79(3), pages 733-772, May.
    6. Amit Goyal & Pedro Santa-Clara, 2003. "Idiosyncratic Risk Matters!," Journal of Finance, American Finance Association, vol. 58(3), pages 975-1008, June.
    7. Calmès, Christian & Liu, Ying, 2009. "Financial structure change and banking income: A Canada-U.S. comparison," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 19(1), pages 128-139, February.
    8. Gayle Delong & Robert Deyoung, 2007. "Learning by Observing: Information Spillovers in the Execution and Valuation of Commercial Bank M&As," Journal of Finance, American Finance Association, vol. 62(1), pages 181-216, February.
    9. Joshua D. Coval & Jakub W. Jurek & Erik Stafford, 2009. "Economic Catastrophe Bonds," American Economic Review, American Economic Association, vol. 99(3), pages 628-666, June.
    10. De Jonghe, Olivier, 2010. "Back to the basics in banking? A micro-analysis of banking system stability," Journal of Financial Intermediation, Elsevier, vol. 19(3), pages 387-417, July.
    11. Rocco Huang & Mr. Lev Ratnovski, 2009. "Why Are Canadian Banks More Resilient?," IMF Working Papers 2009/152, International Monetary Fund.
    12. Liu, Ying & Papakirykos, Eli & Yuan, Mingwei, 2006. "Market Valuation and Risk Assessment of Canadian Banks," Review of Applied Economics, Lincoln University, Department of Financial and Business Systems, vol. 2(1), pages 1-18.
    13. Estrella, Arturo, 2001. "Mixing and matching: Prospective financial sector mergers and market valuation," Journal of Banking & Finance, Elsevier, vol. 25(12), pages 2367-2392, December.
    14. Wagner, Wolf, 2008. "The homogenization of the financial system and financial crises," Journal of Financial Intermediation, Elsevier, vol. 17(3), pages 330-356, July.
    15. Baele, Lieven & De Jonghe, Olivier & Vander Vennet, Rudi, 2007. "Does the stock market value bank diversification?," Journal of Banking & Finance, Elsevier, vol. 31(7), pages 1999-2023, July.
    16. MacKinnon, James G, 1992. "Model Specification Tests and Artificial Regressions," Journal of Economic Literature, American Economic Association, vol. 30(1), pages 102-146, March.
    17. Howard W. Chan & Robert W. Faff, 2005. "Asset Pricing and the Illiquidity Premium," The Financial Review, Eastern Finance Association, vol. 40(4), pages 429-458, November.
    18. Busch, Ramona & Kick, Thomas, 2009. "Income diversification in the German banking industry," Discussion Paper Series 2: Banking and Financial Studies 2009,09, Deutsche Bundesbank.
    19. Ricardo J. Caballero & Eduardo M.R.A. Engel, 2003. "Adjustment Is Much Slower Than You Think," Working Papers 865, Economic Growth Center, Yale University.
    20. Engle, Robert F & Lilien, David M & Robins, Russell P, 1987. "Estimating Time Varying Risk Premia in the Term Structure: The Arch-M Model," Econometrica, Econometric Society, vol. 55(2), pages 391-407, March.
    21. Jose Manuel Campa & Simi Kedia, 2002. "Explaining the Diversification Discount," Journal of Finance, American Finance Association, vol. 57(4), pages 1731-1762, August.
    22. Adrian, T. & Shin, H S., 2009. "The shadow banking system: implications for fi nancial regulation," Financial Stability Review, Banque de France, issue 13, pages 1-10, September.
    23. Viral V. Acharya & Iftekhar Hasan & Anthony Saunders, 2002. "The effects of focus and diversification on bank risk and return: evidence from individual bank loan portfolios," Proceedings 905, Federal Reserve Bank of Chicago.
    24. DeYoung, Robert & Roland, Karin P., 2001. "Product Mix and Earnings Volatility at Commercial Banks: Evidence from a Degree of Total Leverage Model," Journal of Financial Intermediation, Elsevier, vol. 10(1), pages 54-84, January.
    25. De Jonghe, O.G., 2009. "Back to Basics in Banking? A Micro-Analysis of Banking System Stability," Discussion Paper 2009-45 S, Tilburg University, Center for Economic Research.
    26. Joshua Coval & Jakub Jurek & Erik Stafford, 2009. "The Economics of Structured Finance," Journal of Economic Perspectives, American Economic Association, vol. 23(1), pages 3-25, Winter.
    27. Isabelle Huault & V. Perret & S. Charreire-Petit, 2007. "Management," Post-Print halshs-00337676, HAL.
    28. Clark, Jeffrey A & Siems, Thomas F, 2002. "X-Efficiency in Banking: Looking beyond the Balance Sheet," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 34(4), pages 987-1013, November.
    29. Arthur Lewbel, 1997. "Constructing Instruments for Regressions with Measurement Error when no Additional Data are Available, with an Application to Patents and R&D," Econometrica, Econometric Society, vol. 65(5), pages 1201-1214, September.
    30. De Jonghe, O.G., 2009. "Back to Basics in Banking? A Micro-Analysis of Banking System Stability," Other publications TiSEM 9650fd91-53ee-4ed5-9786-6, Tilburg University, School of Economics and Management.
    31. Demsetz, Rebecca S & Strahan, Philip E, 1997. "Diversification, Size, and Risk at Bank Holding Companies," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 29(3), pages 300-313, August.
    32. Kevin Stiroh, 2006. "New Evidence on the Determinants of Bank Risk," Journal of Financial Services Research, Springer;Western Finance Association, vol. 30(3), pages 237-263, December.
    33. Philip L. Brock, "undated". "Mortgage Securitization and Economic Development: An Essay on the Caja de Crédito Hipotecario of Chile," Working Papers UWEC-2008-02-R, University of Washington, Department of Economics, revised Feb 2009.
    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. Calmès, Christian & Théoret, Raymond, 2010. "The impact of off-balance-sheet activities on banks returns: An application of the ARCH-M to Canadian data," Journal of Banking & Finance, Elsevier, vol. 34(7), pages 1719-1728, July.
    2. Christian Calmès & Raymond Théoret, 2013. "The change in banks' product mix, diversification and performance: An application of multivariate GARCH to Canadian data," RePAd Working Paper Series UQO-DSA-wp012013, Département des sciences administratives, UQO.
    3. Christian Calm¨¨s & Raymond Th¨¦oret, 2016. "The Asymmetric Impact of Portfolio Mix on Bank Performance over the Business Cycle: U.S. and Canadian Evidence," Review of Economics & Finance, Better Advances Press, Canada, vol. 6, pages 57-74, February.
    4. Calmès, Christian & Théoret, Raymond, 2014. "Bank systemic risk and macroeconomic shocks: Canadian and U.S. evidence," Journal of Banking & Finance, Elsevier, vol. 40(C), pages 388-402.
    5. Christian Calmès & Raymond Théoret, 2011. "Bank systemic risk and the business cycle: An empirical investigation using Canadian data," RePAd Working Paper Series UQO-DSA-wp322011, Département des sciences administratives, UQO.
    6. Christian Calmès & Raymond Théoret, 2023. "Bank performance before and after the subprime crisis: Evidence from pooled data on big US banks," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 47(2), pages 472-516, June.
    7. Christian Calmès & Raymond Théoret, 2012. "Bank systemic risk and the business cycle: Canadian and U.S. evidence," RePAd Working Paper Series UQO-DSA-wp022012, Département des sciences administratives, UQO.
    8. Nguyen, James, 2012. "The relationship between net interest margin and noninterest income using a system estimation approach," Journal of Banking & Finance, Elsevier, vol. 36(9), pages 2429-2437.
    9. Christian Calmès & Raymond Théoret, 2021. "Portfolio analysis of big US banks’ performance: the fee business lines factor," Journal of Banking Regulation, Palgrave Macmillan, vol. 22(2), pages 112-132, June.
    10. Yang, Hsin-Feng & Liu, Chih-Liang & Yeutien Chou, Ray, 2020. "Bank diversification and systemic risk," The Quarterly Review of Economics and Finance, Elsevier, vol. 77(C), pages 311-326.
    11. Viral V. Acharya & Matthew Richardson, 2012. "Implications of the Dodd-Frank Act," Annual Review of Financial Economics, Annual Reviews, vol. 4(1), pages 1-38, October.
    12. Calmès, Christian & Théoret, Raymond, 2013. "Market-oriented banking, financial stability and macro-prudential indicators of leverage," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 27(C), pages 13-34.
    13. Christian Calmès & Raymond Théoret, 2012. "The procyclicality of Basel III leverage: Elasticity-based indicators and the Kalman filter," RePAd Working Paper Series UQO-DSA-wp012012, Département des sciences administratives, UQO.
    14. Goddard, John & McKillop, Donal & Wilson, John O.S., 2008. "The diversification and financial performance of US credit unions," Journal of Banking & Finance, Elsevier, vol. 32(9), pages 1836-1849, September.
    15. Benjamin Hippert & André Uhde & Sascha Tobias Wengerek, 2019. "Determinants of CDS trading on major banks," Working Papers Dissertations 51, Paderborn University, Faculty of Business Administration and Economics.
    16. Christian Calmès & Raymond Théoret, 2009. "The Impact of Banking Deregulation on Canadian Banks Returns," RePAd Working Paper Series UQO-DSA-wp022009, Département des sciences administratives, UQO.
    17. Mariarosa Borroni & Simone Rossi, 2017. "Does revenue diversification still matter in banking? Evidence from some European countries," DISCE - Quaderni del Dipartimento di Scienze Economiche e Sociali dises1723, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
    18. Li, Li & Zhang, Yu, 2013. "Are there diversification benefits of increasing noninterest income in the Chinese banking industry?," Journal of Empirical Finance, Elsevier, vol. 24(C), pages 151-165.
    19. Christian Calmès & Raymond Théoret, 2013. "Is the Canadian banking system really “stronger” than the U.S. one?," RePAd Working Paper Series UQO-DSA-wp022013, Département des sciences administratives, UQO.
    20. Khanh Ngoc Nguyen, 2019. "Revenue Diversification, Risk and Bank Performance of Vietnamese Commercial Banks," JRFM, MDPI, vol. 12(3), pages 1-21, August.

    More about this item

    Keywords

    Bank Risk Measures; Diversification; Noninterest income; Hausman test; Endogeneity; ARCH-M.;
    All these keywords.

    JEL classification:

    • G20 - Financial Economics - - Financial Institutions and Services - - - General
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models

    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:pqs:wpaper:042009. 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: Christian Calmes (email available below). General contact details of provider: https://edirc.repec.org/data/dsuqoca.html .

    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.