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A bank's optimal capital ratio: A time-varying parameter model to the partial adjustment framework

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  • Baik, Hyeoncheol
  • Han, Sumin
  • Joo, Sunghoon
  • Lee, Kangbok

Abstract

We extend the existing literature on bank capital structure by applying a time-varying parameter model to the partial adjustment framework. This model allows one to obtain a more timely and on-going assessment of bank behavior in adjusting the capital ratio to its optimal or target level. The estimated time-varying rate of capital adjustment indicates that banks slowly adjusted their capital ratios to their optima or targets before the 2007–2009 global financial crisis, while they more rapidly adjusted their capital ratios upwards after the crisis. This finding suggests that banks make faster capital structure adjustments under more stringent post-crisis regulatory reforms of capital requirements. Moreover, we find convincing evidence on a structural change in bank behavior in adjusting its capital ratio around the global financial crisis.

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  • Baik, Hyeoncheol & Han, Sumin & Joo, Sunghoon & Lee, Kangbok, 2022. "A bank's optimal capital ratio: A time-varying parameter model to the partial adjustment framework," Journal of Banking & Finance, Elsevier, vol. 142(C).
  • Handle: RePEc:eee:jbfina:v:142:y:2022:i:c:s037842662200142x
    DOI: 10.1016/j.jbankfin.2022.106548
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    as
    1. Franses,Philip Hans & Dijk,Dick van, 2000. "Non-Linear Time Series Models in Empirical Finance," Cambridge Books, Cambridge University Press, number 9780521779654, September.
    2. Bakkar, Yassine & De Jonghe, Olivier & Tarazi, Amine, 2023. "Does banks’ systemic importance affect their capital structure and balance sheet adjustment processes?," Journal of Banking & Finance, Elsevier, vol. 151(C).
    3. Asli Demirguc-Kunt & Enrica Detragiache & Ouarda Merrouche, 2013. "Bank Capital: Lessons from the Financial Crisis," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 45(6), pages 1147-1164, September.
    4. Berger, Allen N. & Bouwman, Christa H.S., 2013. "How does capital affect bank performance during financial crises?," Journal of Financial Economics, Elsevier, vol. 109(1), pages 146-176.
    5. Myers, Stewart C. & Majluf, Nicholas S., 1984. "Corporate financing and investment decisions when firms have information that investors do not have," Journal of Financial Economics, Elsevier, vol. 13(2), pages 187-221, June.
    6. Stewart C. Myers & Nicholas S. Majluf, 1984. "Corporate Financing and Investment Decisions When Firms Have InformationThat Investors Do Not Have," NBER Working Papers 1396, National Bureau of Economic Research, Inc.
    7. Yunmi Kim & Chang‐Jin Kim, 2011. "Dealing with endogeneity in a time‐varying parameter model: joint estimation and two‐step estimation procedures," Econometrics Journal, Royal Economic Society, vol. 14(3), pages 487-497, October.
    8. Huang, Rongbing & Ritter, Jay R., 2009. "Testing Theories of Capital Structure and Estimating the Speed of Adjustment," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 44(2), pages 237-271, April.
    9. Flannery, Mark J. & Kwan, Simon H. & Nimalendran, M., 2004. "Market evidence on the opaqueness of banking firms' assets," Journal of Financial Economics, Elsevier, vol. 71(3), pages 419-460, March.
    10. Francis, William B. & Osborne, Matthew, 2012. "Capital requirements and bank behavior in the UK: Are there lessons for international capital standards?," Journal of Banking & Finance, Elsevier, vol. 36(3), pages 803-816.
    11. Cohen, Benjamin H. & Scatigna, Michela, 2016. "Banks and capital requirements: Channels of adjustment," Journal of Banking & Finance, Elsevier, vol. 69(S1), pages 56-69.
    12. Wolfgang Drobetz & Gabrielle Wanzenried, 2006. "What determines the speed of adjustment to the target capital structure?," Applied Financial Economics, Taylor & Francis Journals, vol. 16(13), pages 941-958.
    13. Erdem, Tulin & Sun, Baohong, 2001. "Testing for Choice Dynamics in Panel Data," Journal of Business & Economic Statistics, American Statistical Association, vol. 19(2), pages 142-152, April.
    14. Cornett, Marcia Millon & Minnick, Kristina & Schorno, Patrick J. & Tehranian, Hassan, 2020. "An examination of bank behavior around Federal Reserve stress tests," Journal of Financial Intermediation, Elsevier, vol. 41(C).
    15. Marcus, Alan J, 1983. "The Bank Capital Decision: A Time Series-Cross Section Analysis," Journal of Finance, American Finance Association, vol. 38(4), pages 1217-1232, September.
    16. Elijah Brewer III & George Kaufman & Larry Wall, 2008. "Bank Capital Ratios Across Countries: Why Do They Vary?," Journal of Financial Services Research, Springer;Western Finance Association, vol. 34(2), pages 177-201, December.
    17. Covas, Francisco B. & Rump, Ben & Zakrajšek, Egon, 2014. "Stress-testing US bank holding companies: A dynamic panel quantile regression approach," International Journal of Forecasting, Elsevier, vol. 30(3), pages 691-713.
    18. Ashcraft, Adam B., 2008. "Does the market discipline banks? New evidence from regulatory capital mix," Journal of Financial Intermediation, Elsevier, vol. 17(4), pages 543-561, October.
    19. Francis X. Diebold & Kamil Yilmaz, 2016. "Trans-Atlantic Equity Volatility Connectedness: U.S. and European Financial Institutions, 2004–2014," Journal of Financial Econometrics, Oxford University Press, vol. 14(1), pages 81-127.
    20. Mark J. Flannery & Kasturi P. Rangan, 2008. "What Caused the Bank Capital Build-up of the 1990s?," Review of Finance, European Finance Association, vol. 12(2), pages 391-429.
    21. Dick van Dijk & Philip Hans Franses & Michael P. Clements & Jeremy Smith, 2003. "On SETAR non-linearity and forecasting," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 22(5), pages 359-375.
    22. Kim, Chang-Jin & Piger, Jeremy & Startz, Richard, 2008. "Estimation of Markov regime-switching regression models with endogenous switching," Journal of Econometrics, Elsevier, vol. 143(2), pages 263-273, April.
    23. Berger, Allen N. & Herring, Richard J. & Szego, Giorgio P., 1995. "The role of capital in financial institutions," Journal of Banking & Finance, Elsevier, vol. 19(3-4), pages 393-430, June.
    24. Beltratti, Andrea & Stulz, René M., 2012. "The credit crisis around the globe: Why did some banks perform better?," Journal of Financial Economics, Elsevier, vol. 105(1), pages 1-17.
    25. Di Nicolo, G. & Gamba, A. & Lucchetta, M., 2011. "Capital Regulation, Liquidity Requirements and Taxation in a Dynamic Model of Banking," Other publications TiSEM 58ac9f00-92d7-497b-a76f-e, Tilburg University, School of Economics and Management.
    26. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    27. Christian Laux & Christian Leuz, 2010. "Did Fair-Value Accounting Contribute to the Financial Crisis?," Journal of Economic Perspectives, American Economic Association, vol. 24(1), pages 93-118, Winter.
    28. Lepetit, Laetitia & Saghi-Zedek, Nadia & Tarazi, Amine, 2015. "Excess control rights, bank capital structure adjustments, and lending," Journal of Financial Economics, Elsevier, vol. 115(3), pages 574-591.
    29. Öztekin, Özde & Flannery, Mark J., 2012. "Institutional determinants of capital structure adjustment speeds," Journal of Financial Economics, Elsevier, vol. 103(1), pages 88-112.
    30. Bams, Dennis & Walkowiak, Kim & Wolff, Christian C. P., 2004. "More evidence on the dollar risk premium in the foreign exchange market," Journal of International Money and Finance, Elsevier, vol. 23(2), pages 271-282, March.
    31. Brooks, Chris, 2001. "A Double-Threshold GARCH Model for the French Franc/Deutschmark Exchange Rate," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 20(2), pages 135-143, March.
    32. Flannery, Mark J. & Rangan, Kasturi P., 2006. "Partial adjustment toward target capital structures," Journal of Financial Economics, Elsevier, vol. 79(3), pages 469-506, March.
    33. Fonseca, Ana Rosa & González, Francisco, 2010. "How bank capital buffers vary across countries: The influence of cost of deposits, market power and bank regulation," Journal of Banking & Finance, Elsevier, vol. 34(4), pages 892-902, April.
    34. Reint Gropp & Florian Heider, 2010. "The Determinants of Bank Capital Structure," Review of Finance, European Finance Association, vol. 14(4), pages 587-622.
    35. Clements, Michael P. & Smith, Jeremy, 2001. "Evaluating forecasts from SETAR models of exchange rates," Journal of International Money and Finance, Elsevier, vol. 20(1), pages 133-148, February.
    36. Nicole Boyson & Jean Helwege & Jan Jindra, 2014. "Crises, Liquidity Shocks, and Fire Sales at Commercial Banks," Financial Management, Financial Management Association International, vol. 43(4), pages 857-884, December.
    37. Rime, Bertrand, 2001. "Capital requirements and bank behaviour: Empirical evidence for Switzerland," Journal of Banking & Finance, Elsevier, vol. 25(4), pages 789-805, April.
    38. Davies, Andrew, 2008. "Credit spread determinants: An 85 year perspective," Journal of Financial Markets, Elsevier, vol. 11(2), pages 180-197, May.
    39. Kim, Chang-Jin & Nelson, Charles R, 1989. "The Time-Varying-Parameter Model for Modeling Changing Conditional Variance: The Case of the Lucas Hypothesis," Journal of Business & Economic Statistics, American Statistical Association, vol. 7(4), pages 433-440, October.
    40. Wall, Larry D. & Peterson, David R., 1995. "Bank holding company capital targets in the early 1990s: The regulators versus the markets," Journal of Banking & Finance, Elsevier, vol. 19(3-4), pages 563-574, June.
    41. Rajan, Raghuram G & Zingales, Luigi, 1995. "What Do We Know about Capital Structure? Some Evidence from International Data," Journal of Finance, American Finance Association, vol. 50(5), pages 1421-1460, December.
    42. William B. Francis & Matthew Osborne, 2010. "On the Behavior and Determinants of Risk‐Based Capital Ratios: Revisiting the Evidence from UK Banking Institutions," International Review of Finance, International Review of Finance Ltd., vol. 10(4), pages 485-518, December.
    43. James R. Barth & Stephen Matteo Miller, 2018. "On the Rising Complexity of Bank Regulatory Capital Requirements: From Global Guidelines to their United States (US) Implementation," JRFM, MDPI, vol. 11(4), pages 1-33, November.
    44. Black, Lamont K. & Hazelwood, Lieu N., 2013. "The effect of TARP on bank risk-taking," Journal of Financial Stability, Elsevier, vol. 9(4), pages 790-803.
    45. Jacques, Kevin & Nigro, Peter, 1997. "Risk-based capital, portfolio risk, and bank capital: A simultaneous equations approach," Journal of Economics and Business, Elsevier, vol. 49(6), pages 533-547.
    46. Mark A. Carlson & Gretchen C. Weinbach, 2007. "Profits and balance sheet developments at U.S. commercial banks in 2006," Federal Reserve Bulletin, Board of Governors of the Federal Reserve System (U.S.), vol. 93(Jul), pages 37-71, July.
    47. Allen Berger & Robert DeYoung & Mark Flannery & David Lee & Özde Öztekin, 2008. "How Do Large Banking Organizations Manage Their Capital Ratios?," Journal of Financial Services Research, Springer;Western Finance Association, vol. 34(2), pages 123-149, December.
    48. Kutlu, Levent, 2017. "A constrained state space approach for estimating firm efficiency," Economics Letters, Elsevier, vol. 152(C), pages 54-56.
    49. Tahmiscioglu, A Kamil, 2001. "Intertemporal Variation in Financial Constraints on Investment: A Time-Varying Parameter Approach Using Panel Data," Journal of Business & Economic Statistics, American Statistical Association, vol. 19(2), pages 153-165, April.
    50. Shrieves, Ronald E. & Dahl, Drew, 1992. "The relationship between risk and capital in commercial banks," Journal of Banking & Finance, Elsevier, vol. 16(2), pages 439-457, April.
    51. Antoniou, Antonios & Guney, Yilmaz & Paudyal, Krishna, 2008. "The Determinants of Capital Structure: Capital Market-Oriented versus Bank-Oriented Institutions," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 43(1), pages 59-92, March.
    52. Mathias Drehmann & Leonardo Gambacorta, 2012. "The effects of countercyclical capital buffers on bank lending," Applied Economics Letters, Taylor & Francis Journals, vol. 19(7), pages 603-608, May.
    53. Francis, Bill & Hasan, Iftekhar & Liu, LiuLing & Wang, Haizhi, 2019. "Senior debt and market discipline: Evidence from bank-to-bank loans," Journal of Banking & Finance, Elsevier, vol. 98(C), pages 170-182.
    54. Nier, Erlend & Baumann, Ursel, 2006. "Market discipline, disclosure and moral hazard in banking," Journal of Financial Intermediation, Elsevier, vol. 15(3), pages 332-361, July.
    55. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    56. Peltzman, Sam, 1970. "Capital Investment in Commercial Banking and Its Relationship to Portfolio Regulation," Journal of Political Economy, University of Chicago Press, vol. 78(1), pages 1-26, Jan.-Feb..
    57. De Jonghe, Olivier & Öztekin, Özde, 2015. "Bank capital management: International evidence," Journal of Financial Intermediation, Elsevier, vol. 24(2), pages 154-177.
    58. Tolga Ediz & Ian Michael & William Perraudin, 1998. "The impact of capital requirements on U.K. bank behaviour," Economic Policy Review, Federal Reserve Bank of New York, vol. 4(Oct), pages 15-22.
    59. Aggarwal, Raj & Jacques, Kevin T., 2001. "The impact of FDICIA and prompt corrective action on bank capital and risk: Estimates using a simultaneous equations model," Journal of Banking & Finance, Elsevier, vol. 25(6), pages 1139-1160, June.
    60. Hovakimian, Armen & Hovakimian, Gayane & Tehranian, Hassan, 2004. "Determinants of target capital structure: The case of dual debt and equity issues," Journal of Financial Economics, Elsevier, vol. 71(3), pages 517-540, March.
    61. Donald P. Morgan, 2002. "Rating Banks: Risk and Uncertainty in an Opaque Industry," American Economic Review, American Economic Association, vol. 92(4), pages 874-888, September.
    62. Chang-Jin Kim & Charles R. Nelson, 1999. "State-Space Models with Regime Switching: Classical and Gibbs-Sampling Approaches with Applications," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262112388, April.
    63. Karim Pakravan, 2014. "Bank capital: the case against Basel," Journal of Financial Regulation and Compliance, Emerald Group Publishing Limited, vol. 22(3), pages 208-218, July.
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    More about this item

    Keywords

    Bank holding companies; Capital management; Rate of capital adjustment; Partial adjustment model; Time-varying parameter model; Kalman filter;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation

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