Is Indirect Approach for Stress Expected Shortfall of FRTB Internal Model Method Well Defined?

J. Zhan
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Abstract

FRTB proposes Indirect Approach (IA) to address data challenges during period of stress for calculating stress Expected Shortfall (ES) under Internal Model Method (IMM). Unlike other topics like Non-Modellable Risk Factors (NMRF) and Profit and Loss Attribution Test (PLAT), Indirect Approach gets little attention and discussion in literatures, ISDA Forums and Basel Quantitative Impact Study (QIS) due to its contingency on data readiness and complexity of operating. This paper investigates if Indirect Approach is well defined and robust to give certain and stable results and identifies some weaknesses by testing the impact of portfolio structures, underlying parameters (correlations, volatilities and means) as well as scaling factor floor on the performance of the approach through several simplified representative examples, and proposes several alternative approaches and calls for further investigation and testing to improve the approach and avoid diminishing the incentive for institutions to implement and use the Internal Model Method.
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FRTB内部模型法中应力预期不足的间接方法定义好了吗?
FRTB提出了间接方法(IA)来解决在内部模型方法(IMM)下计算应力预期不足(ES)期间的数据挑战。与不可建模风险因素(NMRF)和损益归因检验(PLAT)等其他主题不同,间接方法由于其对数据准备程度和操作复杂性的偶然性,在文献、ISDA论坛和巴塞尔定量影响研究(QIS)中很少受到关注和讨论。本文通过几个简化的代表性例子,研究了间接方法是否定义良好,是否具有鲁棒性,是否能够给出某些稳定的结果,并通过测试投资组合结构、潜在参数(相关性、波动性和均值)以及比例因子下限对方法性能的影响,确定了一些弱点。并提出了几种替代方法,并呼吁进一步调查和测试,以改进方法,避免减少机构实施和使用内部模型方法的动力。
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