MACRO CREDIT SCORING COMO PROPUESTA PARA CUANTIFICAR EL RIESGO DE CRÉDITO

Autores/as

  • Sergio Edwin Torrico Salamanca Universidad Privada Boliviana

Palabras clave:

Credit Scoring, Administración de Riesgos, Riesgo de Crédito, Banca

Resumen

El Credit Scoring es una metodología utilizada en finanzas, para cuantificar el riesgo de crédito de individuos/empresas, este artículo propone la aplicación de esta técnica como una herramienta para medir el riesgo de crédito agregado de los bancos, y del sistema bancario. Se presenta una aplicación en el sistema bancario comercial boliviano, con el objetivo de exponer la metodología propuesta, denominada Macro Credit Scoring. Mediante la aplicación de la metodología, se identifica que la medida de riesgo aplicada  es superior a la necesaria en el sistema bancario comercial boliviano en la coyuntura actual. Finalmente se presenta evidencia empírica de la relación entre el riesgo de crédito y las variables económicas (macro/micro)

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Afiliación del autor/a

Sergio Edwin Torrico Salamanca, Universidad Privada Boliviana

Doctorado en Economía y Administración de Empresas

Referencias

G. Dionne. Risk Management: History, Definition and Critique. CIRRELT-2013-7, Interuniversity Research Centre on Enterprise Networks. Logistic and Transportation, Canadá, 2013.

F. R. Knight. Uncertainty and Profit(Originally published 1921). New York : Century Press, 1964.

J. Keynes. A Treatise on Probability (1921). London: Macmillan, 1963.

F. Ramsey. Truth and Probability. The foundations of mathematics and other logical essays. New York: Harcourt, Brace and Company, Ch. 7, 1931.

B. De Finetti. La prévision; Ses Lois Logiques, Ses Sources Subjectives (1937). Studies in subjective probability, pp. 1-68, 1964.

L. Savage. The foundations of Statistics. New York: John Wiley & Sons, 1954.

G. Holton. “Defining Risk.” Financial Analysts Journal, CFA Institute, vol. 60, no. 6, 2004.

D. Bernoulli. “Exposition of a New Theory on the Measurement of Risk.” Econometrica, vol. 22, no. 1, pp. 23-36, 1954.

R. Von Neumann and O. Morgenstern.Theory of Games and Economic Behavior. New Jersey: Princeton University Press, 1944.

K. Arrow. “The Role of Securities in the Optimal Allocation of Risk-Bearing.” Review of economic Studies, vol. 31, no. 2, pp. 91-96, 1964.

H. Markowitz. “Portfolio Selection.” Journal of Finance, vol. 7, no. 1, pp. 77-91, 1952.

J. Tobin. “Liquidity preference as behavior towards risk.” The review of Economic Studies, vol. 25, no. 2, pp. 65-86, 1958.

A. Roy. “Safety First an the Holding of Assets.” Econometrica, vol. 20, pp. 431-448, 1952.

M. Brady. J. M. Keynes' "Safety First" (1921). In: Rogers, C. Keynes Sixty Years On. September,1995. The Adelaide Papers 8University of Adelaide). 1995, pp 204-209.

W. Sharpe. “Mutual Fund Performance.” Journal of Business, vol. 39, pp. 119-13, 1966.

D. Kahneman and A. Tversky. “Prospect Theory: an analysis of decisions under risk.” Econometrica, vol. 47, no. 2, pp. 263-291, 1979.

L. Lopes. “Between hope and fear: The psychology of risk.” Advances in experimental social psychology, vol. 20, pp. 255-295, 1987.

H. Simon. Administrative Behavior: a Study of Decision-Making Processes in Administrative Organizations. New York: Free Press, 1997.

M. Allais. "Le comportement de l'homme rationnel devant le risque; Critique des postulats et axiomes de l'École Américaine." Econometrica, vol. 21, no. 4, pp. 503-554, 1953.

Comité de Basilea en Supervisión Bancaria. Principles for the Management of Credit Risk., Basilea: BIS, 2000.

A. Cifter et al. “Analysis of Sectoral Credit Default Cycle Dependency with Wavelet Networks: Evidence from Turkey.” Economic Modelling, vol. 26, pp. 1382-1388, 2009.

M. Quagliarello. “Banks' Riskiness Over the Business Cycle: A Panels Analysis on Italian Intermediaries.” Applied Financial Economics, vol. 17, pp. 119-138, 2007.

V. Salas and J. Saurina. “Credit Risk in Two Institutional Regimes: Spanish Commercial and Saving Banks.” Journal of Financial Services Research, vol. 22, no. 3, pp. 203-224, 2002.

M. Boss et al. “Modelling Credit Risk Through the Austrian Business Cycle: An Update of the OeNB Model.” OeNB Financial Stability Report, vol. 17, pp. 85-101, 2009.

L. Rinaldi and A. Sanchis-Arellano. “Household Debt Sustainability: What explains Household Non.performing Loans? An Empirical Analysis.” ECB Working Paper Series no:570, 2006.

B. Berge and K. Boye. “An analysis of bank's problem loans.” Norges Bank Economic Bulletin, vol. 78, pp. 65-76, 2007.

A. Berger and R. De Young. “Problem Loans and Cost Efficiency in Commercial Banks.” Journal of banking and Finance, vol. 21, no. 6, pp. 849-870, 1997.

Comité de Basilea en Supervisión Bancaria. Basel II: International Convergence of Capital Measurement and Capital Standards: A Revised Framework. Basilea:BIS, 2006.

J. Elizondo et al. Regulatory use of system-wide estimations of PD, LGD and EAD. Basilea: Financial Stability Institute, BIS, 2010.

T. Schuermann. “What Do We Know about Loss Given Default.” Wharton Financial Institutions Center Working Paper, No 04-01, 2004.

R. Anderson. The Credit Scoring Toolkit: Theory and Practice for Retail Credit Risk Management and Decision Automation. Oxford University Press, 2007.

T. Stanton. Credit and Loan Scoring: Tools for Improved Management of Federal Credit Programs. Center for the Study of American Government, John Hopkins University, 1999.

M. Furletti. “An Overview and History of Credit Reporting.” Discussion Paper 02–07, Issued by the Payment Cards Center of the FRB of Philadelphia, 2002.

E. Falkenstein et al. RiskCalcTM for Private Companies: Moody’s Default Model Rating Methodology. Moody’s Investors Service, Global Credit Research, 2000.

D. Durand. Risk Elements in Consumer Installment Financing. National Bureau of Economic Research, 1941.

E. Lewis. An Introduction to Credit Scoring, 2nd ed. San Rafael, CA: Athena Press, 1992.

E. Altman. “Financial Ratios, Discriminant Analysis, and the Prediction of Corporate Bankruptcy.” Journal of Finance, vol. 23, no. 4, pp. 589–610, 1968.

E. Altman. “Revisiting Credit Scoring Models in a Basel II Environment,” in Credit Rating: Methodologies, Rationale, and Default Risk. London Risk Books, 2002.

L. Thomas. “A survey of credit and behavioral scoring: forecasting financial risk of lending to consumers.” International Journal of Forecasting, vol. 16, no. 2, pp. 149–172, 2000.

J. Barefoot. “Shooting the Rapids of Credit Scoring and Fair Lending.” ABA Banking Journal, vol. 89, no. 9, pp. 32, 1997.

A. Cameron and P. Trivedi. Microeconometrics: methods and applications. Cambridge University Press, 2005.

H. Varian. Markets for Information Goods. University of California, 1998.

E. Rhyne. Mainstreaming Microfinance: How Lending to the Poor Began, Grew, and Came of Age in Bolivia. Bloomfield CT: Kumarian Press, 2001.

E. Chang et al. “The Stability-Concentration Relationship in the Brazilian Banking System.” Journal of International Financial Markets, Institutions and Money, vol. 18, no. 4, pp. 388-397, 2007.

C. Reinhart and K. Rogoff. “From Financial Crash to Debt Crisis.” American Economic Review, vol. 101, no. 5, pp. 1676-1706, 2010.

N. Inaba et al. “Non-Performing Loans and The Real Economy:Japan's Experience.” BIS Papers No.22, Investigating the Relationship between the Financial and Real Economy, 2005.

O. Aspachs et al. “Towards a Measure of Financial Fragility.” Annals of Finance, vol. 3, no. 1, pp. 37-74, 2007.

P. Gurný and M. Gurný. “Comparison of Credit Scoring models on probability of default estimation for US Banks.” Prague Economic Papers. Prague: University of Economics, pp. 163-181, 2013.

T. Pak-wing and C. Wong. “Stress Testing Banks' Credit Risk Using Mixture Vector Autoregressive Models.” Working Papers No. 0813, Hong Kong Monetary Authority, 2008.

M. Wickens. “A DSGE model of banks and financial intermediation with default risk.” CEPR Discussion Papers No. 8556, 2011.

H. Chen and B. Shia. “A Comparative Analysis of Credit Risk Management Models for Banking Industry Using Simulation.” Applied Economics, Business and Development Communications in Computer and Information Science, vol. 208, pp. 554-562, 2011.

Publicado

31-01-2014

Cómo citar

Torrico Salamanca, S. E. (2014). MACRO CREDIT SCORING COMO PROPUESTA PARA CUANTIFICAR EL RIESGO DE CRÉDITO. Revista Investigación &Amp; Desarrollo, 2(14). Recuperado a partir de https://www1.upb.edu/revista-investigacion-desarrollo/index.php/id/article/view/25

Número

Sección

Economía, Empresa y Sociedad