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Probability of Default and Default Correlations

机译:违约概率和违约关联

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Abstract We consider a system where the asset values of firms are correlated with the default thresholds. We first evaluate the probability of default of a single firm under the correlated assets assumptions. This extends Merton’s probability of default of a single firm under the independent asset values assumption. At any time, the distance-to-default for a single firm is derived in the system, and this distance-to-default should provide a different measure for credit rating with the correlated asset values into consideration. Then we derive a closed formula for the joint default probability and a general closed formula for the default correlation via the correlated multivariate process of the first-passage-time default correlation model. Our structural model encodes the sensitivities of default correlations with respect to the underlying correlation among firms’ asset values. We propose the disparate credit risk management from our result in contrast to the commonly used risk measurement methods considering default correlations into consideration. View Full-Text
机译:摘要我们考虑一个系统,在该系统中,企业的资产价值与默认阈值相关。我们首先在相关资产假设下评估单个公司的违约概率。这扩大了默顿在独立资产价值假设下单个公司违约的可能性。在任何时候,系统都会导出单个公司的违约距离,并且该违约距离应为信用评级提供不同的度量,同时考虑相关资产值。然后,通过首次通过时间默认相关模型的相关多元过程,得出联合违约概率的封闭公式和默认相关性的通用封闭公式。我们的结构模型针对企业资产价值之间的潜在相关性,对违约相关性的敏感性进行了编码。与考虑了违约相关性的常用风险衡量方法相比,我们从结果中提出了不同的信用风险管理方法。查看全文

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