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Quantitative Structural Models to Assess Credit Risk on Individuals

Quantitative Structural Models to Assess Credit Risk on Individuals
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摘要 Default Probabilities quantitatively measures the credit risk that a borrower will be unable or unwilling to repay its debt. An accurate model to estimate, as a function of time, these default probabilities is of crucial importance in the credit derivatives market. In this work, we adapt Merton’s [1] original works on credit risk, consumption and portfolio rules to model an individual wealth scenario, and apply it to compute this individual default probabilities. Using our model, we also compute the time depending individual default intensities, recovery rates, hazard rate and risk premiums. Hence, as a straight-forward application, our model can be used as novel way to measure the credit risk of individuals. Default Probabilities quantitatively measures the credit risk that a borrower will be unable or unwilling to repay its debt. An accurate model to estimate, as a function of time, these default probabilities is of crucial importance in the credit derivatives market. In this work, we adapt Merton’s [1] original works on credit risk, consumption and portfolio rules to model an individual wealth scenario, and apply it to compute this individual default probabilities. Using our model, we also compute the time depending individual default intensities, recovery rates, hazard rate and risk premiums. Hence, as a straight-forward application, our model can be used as novel way to measure the credit risk of individuals.
作者 Akorede K. Oluwo Enrique Villamor Akorede K. Oluwo;Enrique Villamor(Department of Mathematics, Florida International University, Miami, FL, USA)
出处 《Journal of Applied Mathematics and Physics》 2022年第7期2313-2340,共28页 应用数学与应用物理(英文)
关键词 Merton Structural Model Individual Default Intensities Hazard Rate for Individuals Individual Risk Premium Merton Structural Model Individual Default Intensities Hazard Rate for Individuals Individual Risk Premium
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