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Validation of corporate probability of default models considering alternative use cases
Jacobs, Michael - In: International Journal of Financial Studies 9 (2021) 4, pp. 1-22
In this study, we consider the construction of through-the-cycle ("TTC") PD models designed for credit underwriting uses and point-in-time ("PIT") PD models suitable for early warning uses, considering which validation elements should be emphasized in each case. We build PD models using a long...
Persistent link: https://www.econbiz.de/10013200388
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Stress testing and model validation : application of the Bayesian approach to a credit risk portfolio
Jacobs, Michael <Jr.>; Karagozoglu, Ahmet K.; … - In: The journal of risk model validation 9 (2015) 3, pp. 41-70
Persistent link: https://www.econbiz.de/10011410323
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Validation of corporate probability of default models considering alternative use cases
Jacobs, Michael <Jr.> - In: International Journal of Financial Studies : open … 9 (2021) 4, pp. 1-22
In this study, we consider the construction of through-the-cycle ("TTC") PD models designed for credit underwriting uses and point-in-time ("PIT") PD models suitable for early warning uses, considering which validation elements should be emphasized in each case. We build PD models using a long...
Persistent link: https://www.econbiz.de/10012698321
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The validation of machine-learning models for the stress testing of credit risk
Jacobs, Michael <Jr.> - In: Journal of risk management in financial institutions 11 (2017/2018) 3, pp. 218-243
Persistent link: https://www.econbiz.de/10011942534
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Quantification of model risk with an application to probability of default estimation and stress testing for a large corporate portfolio
Jacobs, Michael <Jr.> - In: The journal of risk model validation 16 (2022) 3, pp. 73-111
Persistent link: https://www.econbiz.de/10014540601