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Macroprudential stress testing of credit risk: a practical approach for policy makers

机译:信用风险的宏观审慎压力测试:政策制定者的实用方法

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摘要

Drawing on the lessons from the global financial crisis and especially from its impact on the banking systems of Eastern Europe, the paper proposes a new practical approach to macroprudential stress testing. The proposed approach incorporates: (i) macroeconomic stress scenarios generated from both a country specific statistical model and historical cross-country crises experience; (ii) indirect credit risk due to foreign currency exposures of unhedged borrowers; (iii) varying underwriting practices across banks and their asset classes based on their relative aggressiveness of lending; (iv) higher correlations between the probability of default and the loss given default during stress periods; (v) a negative effect of lending concentration and residual loan maturity on unexpected losses; and (vi) the use of an economic risk weighted capital adequacy ratio as the relevant outcome indicator to measure the resilience of banks to materializing credit risk. The authors apply the proposed approach to a set of Eastern European banks and discuss the results.
机译:借鉴全球金融危机的教训,特别是其对东欧银行体系的影响,本文提出了一种新的宏观审慎压力测试实用方法。拟议的方法包括:(i)从特定国家的统计模型和历史性跨国危机经验中产生的宏观经济压力情景; (ii)由于未对冲借款人的外币敞口而产生的间接信用风险; (iii)根据各银行及其资产类别的相对积极性改变其承销惯例; (iv)压力期间违约概率与给定违约损失之间的相关性更高; (v)贷款集中度和剩余贷款期限对意外损失的不利影响; (vi)使用经济风险加权资本充足率作为相关成果指标,以衡量银行对实现信贷风险的抵御能力。作者将提议的方法应用于一组东欧银行并讨论了结果。

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