 A Quantitative Approach to Credit Risk Management in the Underwriting Process for the Retail PortfolioAndreea Costea Romanian Economic Journal, 2017, vol. 20, issue 63, 157-186 Abstract: The core of this paper encloses a mathematical approach of credit risk management, based on a scorecard model used in the bank’s underwriting process. The main purpose of this paper is to present how to develop, validate and apply a rating model in practice. Using 21568 loan applications provided by one of the largest banks from Romania, a scorecard is built for the underwriting purposes. The customer data used in the modeling is based on socio-demographic characteristics. The model is developed according to a set of statistical methods for parameter estimation. A real-life example of how to use such a model in the strategic decisions of a bank is presented. The cut-off score for the acceptance of the applications is calibrated to a potential risk appetite of the main four banks in Romania. From an evaluative perspective, this paper is compatible with an exploratory approach to quantitative research methodology. Keywords: Credit risk management; Basel III; Retail Scorecard; Cut-off calibration (search for similar items in EconPapers) Downloads: (external link) Related works: Export reference: BibTeX RIS (EndNote, ProCite, RefMan) HTML/Text Persistent link: https://EconPapers.repec.org/RePEc:rej:journl:v:20:y:2017:i:63:p:157-186 Access Statistics for this article Romanian Economic Journal is currently edited by Ioan Popa, PhD More articles in Romanian Economic Journal from Department of International Business and Economics from the Academy of Economic Studies Bucharest Contact information at EDIRC. |
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