Modeling of Cash Flows from Nonperforming Loans in a Commercial Bank

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Abstract

The purpose of this paper is to derive a model for calculation of maturities and volumes of repayments that a bank may expect from nonretail nonperforming loans (hereafter NPLs). Expected inflows from nonretail NPLs follow a probability distribution, defined by size and timing of historic repayments of NPLs. Empirical analysis has shown that probability distribution of expected inflows from nonretail NPLs considerably deviates from symmetric distribution and is asymmetric to the right. Accuracy of derived model depends upon available data in banks about NPLs by corporate sectors and recovery rates by time intervals. The model in this paper is in interest of any bank and in particular of banks with a higher fraction of NPLs in their loan portfolio. Contribution of this paper to the added value in the area of liquidity risk management in banks is high because the remaining literature does not deliver other models for the same purpose.

BIS (2008). Principles for sound liquidity risk management and supervision. Basel: Bank for international settlements. Retrieved on 10th December 2013 from: http://www.bis.org/publ/bcbs144.pdf

Black F., Cox J. C. (1976). Valuing corporate securities: Some effects of bond indenture provisions. Journal of Finance, 31(2), 351–367. https://doi.org/10.1111/j.1540-6261.1976.tb01891.x

Bruche M., Gonzales-Aguado C. (2010). Recovery rates, default probabilities, and the credit cycle. Journal of banking and finance, 34(4), 754–764. https://doi.org/10.1016/j.jbankfin.2009.04.009

Campbell John Y., Lo Andrew W., MacKinlay Craig A. (1997). The econometrics of financial markets. Princeton: Princeton University Press.

Carey, M. (1998). Credit Risk in Private Debt Portfolios. Journal of Finance, 53(4), 1363-1387. https://doi.org/10.1111/0022-1082.00056

Carey M., Gordy M. B. (2007). The bank as grim reaper: debt composition and recoveries on defaulted debt. In Proceedings 1056. Chicago: Federal Reserve Bank of Chicago.

Deshpande A., Iyer S. K. (2009). The credit risk+ model with general sector correlations. Central European Journal of Operations Research, 17(2), 219-228. https://doi.org/10.1007/s10100-009-0084-4

Ernst&Young (2011). European non-performing loan report 2011. Restructuring follows strategy – a review of the European loan portfolio market. Eschborn: Ernst&Young.

Guo X., Jarrow R., Zeng Y. (2009). Modeling the recovery rate in a reduced form model. Mathematical Finance, 19(1), 73-97. https://doi.org/10.1111/j.1467-9965.2008.00358.x

Khieu H. D., Mullineaux D. J., Yi H. C. (2012). The determinants of bank loan recovery rates. Journal of Banking and Finance, 36(4), 923–933. https://doi.org/10.1016/j.jbankfin.2011.10.005

Levy H., Sarnat M. (1977). A pedagogic note on alternative formulations of the goal of the firm. Journal of business, 50(4), 526-528. https://doi.org/10.1086/295971

Moody’s (2013). Annual Default Study: Corporate Default and Recovery Rates, 1920-2012. Retrieved on 5th January 2014 from: http://www.moodys.com/research/Annual-Default-Study-Corporate-Default-and-Recovery-Rates-1920-2012--PBC_151031.

The European Parliament (2013). Regulation (EU) No 575/2013 of the European Parliament and of the Council of 26 June 2013 on prudential requirements for credit institutions and investment firms and amending Regulation (EU) No 648/2012 (1). Brussels: Official Journal of the European Union, L 176, 1-337.

Sohaimi, A. N. A. (2013). Liquidity risk and performance of banking system in Malaysia. Working paper. Mara University of Technology, Malaysia. https://doi.org/10.2139/ssrn.2271427

Trück S., Harpaintner S., Rachev S. T. (2005). A note on forecasting aggregate recovery rates with macroeconomic variables. Retrieved on 5th January 2014 from: http://www.pstat.ucsb.edu/research/papers/recovery.pdf

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