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Default matrices: A complete measurement of banks’ consumer credit delinquency

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  • Schechtman, Ricardo

Abstract

Despite the manifold utilities of monitoring credit default rates, little attention is usually devoted to the underlying default definition. This paper proposes working simultaneously with different default severities, related to several past-due ranges, by means of transition matrices (to be named default matrices). In this way, default, as well as recovery, is depicted in a multidimensional flow, with the purpose of avoiding missing relevant information. The challenge lies on performing comparisons between default matrices, for which new metrics are proposed. In this paper, default matrices are built to measure consumer credit delinquency at four large Brazilian banks, allowing a detailed comparison of their credit migration experiences. The study is also able to draw relevant information from comparisons between estimations techniques (discrete and survival approaches) and between default criteria.

Suggested Citation

  • Schechtman, Ricardo, 2013. "Default matrices: A complete measurement of banks’ consumer credit delinquency," Journal of Financial Stability, Elsevier, vol. 9(4), pages 460-474.
    • Handle: RePEc:eee:finsta:v:9:y:2013:i:4:p:460-474
    DOI: 10.1016/j.jfs.2013.07.001
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    References listed on IDEAS

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    Cited by:

    1. Bocchio, Cecilia & Crook, Jonathan & Andreeva, Galina, 2023. "The impact of macroeconomic scenarios on recurrent delinquency: A stress testing framework of multi-state models for mortgages," International Journal of Forecasting, Elsevier, vol. 39(4), pages 1655-1677.

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    More about this item

    Keywords

    Default severities; Transition matrices; Mobility metrics; Banks;
    All these keywords.

    JEL classification:

    • C13 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Estimation: General
    • C41 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Duration Analysis; Optimal Timing Strategies
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill

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