信贷组合模型中的压力测试

M. Kalkbrener, L. Overbeck
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引用次数: 2

摘要

鉴于最近的金融危机,压力测试已成为风险管理和银行监管的一个组成部分,分析和理解压力下的风险模型行为变得越来越重要。在本文中,我们提出了一种在多因素信贷组合模型中实现压力情景的一般方法,并分析了压力下的资产相关性、违约概率和违约相关性。我们使用我们的结果来研究信贷储备和资本要求的影响,并通过强调大型投资银行投资组合来说明所提出的方法。尽管我们的压力测试方法是在一个特定的信贷组合模型中开发的,但其主要概念——通过截断其分布来强调风险因素——是独立于模型规范的,也可以应用于其他风险类型。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Stressed Testing in Credit Portfolio Models
As, in light of the recent financial crises, stress tests have become an integral part of risk management and banking supervision, the analysis and understanding of risk model behaviour under stress has become ever more important. In this paper, we present a general approach to implementing stress scenarios in a multi-factor credit portfolio model and analyse asset correlations, default probabilities and default correlations under stress. We use our results to study the implications for credit reserves and capital requirements and illustrate the proposed methodology by stressing a large investment banking portfolio. Although our stress testing approach is developed in a particular credit portfolio model, the main concept - stressing risk factors through a truncation of their distributions - is independent of the model specification and can be applied to other risk types as well.
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