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A Multiplicative Model of Countercyclical Capital Buffer Evaluation Differentiated by Homogeneous Clusters of Countries

Author

Listed:
  • Fuad Aleskerov

    (National Research University Higher School of Economics, International Laboratory of Decision Choice and Analysis)

  • Azamat Keskinbaev
  • Henry Penikas

    (Junior Research Fellow at International Laboratory of Decision Choice and Analysis, National Research University Higher School of Economics)

Abstract

The Basel Committee introduced countercyclical capital buffers in order to mitigate the effects of bank capital procyclicality, which is to say the decrease in the capital adequacy of banks in economic downturns. The ratio of loans to GDP was taken as the proxy for the economic cycle signaling variable. Nevertheless, Repullo and Saurina (2011) have proven that the credit-to-GDP ratio is not as accurate at predicting the stage of economic cycle as the GDP growth rate. They proposed a theoretical framework for capital buffer calculations based on GDP growth rate dynamics. We extend the countercyclical capital buffer analysis in two directions. First, empirical criteria to implement Repullo and Saurina’s model are proposed and justified. Second, the countercyclical capital buffer parameter, a, is then differentiated according to clusters of countries that display homogeneous patterns of macroeconomic variables dynamics. Lastly, the countercyclical capital buffers based on the Basel Committee’s approach and on the Repullo and Saurina model are then compared.

Suggested Citation

  • Fuad Aleskerov & Azamat Keskinbaev & Henry Penikas, 2012. "A Multiplicative Model of Countercyclical Capital Buffer Evaluation Differentiated by Homogeneous Clusters of Countries," HSE Working papers WP BRP 04/FE/2012, National Research University Higher School of Economics.
  • Handle: RePEc:hig:wpaper:04/fe/2012
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    References listed on IDEAS

    as
    1. Rafael Repullo & Jesús Saurina, 2011. "The Countercyclical Capital Buffer of Basel III: A Critical Assessment," Working Papers wp2011_1102, CEMFI, revised Jun 2011.
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    More about this item

    Keywords

    Basel III; capital buffer; minimum capital requirements; credit-to-GDP; pattern cluster analysis;
    All these keywords.

    JEL classification:

    • C38 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Classification Methdos; Cluster Analysis; Principal Components; Factor Analysis
    • C61 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Optimization Techniques; Programming Models; Dynamic Analysis
    • G20 - Financial Economics - - Financial Institutions and Services - - - General
    • 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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