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Quantitative Structural Models to Assess Credit Risk on Individuals
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作者 Akorede K. Oluwo Enrique Villamor 《Journal of Applied Mathematics and Physics》 2022年第7期2313-2340,共28页
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 cruc... 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. 展开更多
关键词 Merton Structural Model Individual default Intensities Hazard Rate for Individuals Individual Risk Premium
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A reduced-form model with default intensities containing contagion and regime-switching Vasicek processes
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作者 Jie GUO Guojing WANG 《Frontiers of Mathematics in China》 SCIE CSCD 2018年第3期535-554,共20页
The contagion credit risk model is used to describe the contagion effect among different financial institutions. Under such a model, the default intensities are driven not only by the common risk factors, but also by ... The contagion credit risk model is used to describe the contagion effect among different financial institutions. Under such a model, the default intensities are driven not only by the common risk factors, but also by the defaults of other considered firms. In this paper, we consider a two-dimensional credit risk model with contagion and regime-switching. We assume that the default intensity of one firm will jump when the other firm defaults and that the intensity is controlled by a Vasicek model with the coefficients allowed to switch in different regimes before the default of other firm. By changing measure, we derive the marginal distributions and the joint distribution for default times. We obtain some closed form results for pricing the fair spreads of the first and the second to default credit default swaps (CDSs). Numerical results are presented to show the impacts of the model parameters on the fair spreads. 展开更多
关键词 Contagion credit default swap (CDS) REGIME-SWITCHING default intensity Vasicek model
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Smooth-pasting property on reflected Lévy processes and its applications in credit risk modeling 被引量:1
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作者 BO LiJun YANG XueWei 《Science China Mathematics》 SCIE 2014年第6期1237-1256,共20页
We study the smooth-pasting property for a class of conditional expectations with reflected Levy process as underlying state process. A relationship between local times and regulators for the doubly reflected Levy pro... We study the smooth-pasting property for a class of conditional expectations with reflected Levy process as underlying state process. A relationship between local times and regulators for the doubly reflected Levy process is established. As applications, we derive the analytic pricing formula for a zero-coupon defaultable bond when the default intensity (resp. the stochastic loss rate) is modeled as one-sided (resp. double-sided) reflected Levy processes. Finally, some numerical illustrations are provided. 展开更多
关键词 smooth-pasting property reflected Levy process local time credit risk default intensity stochas-tic loss rate defaultable bond
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