信贷市场尾部风险:一个动态幂律模型

Reinhard Fellmann
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引用次数: 0

摘要

我提供了一种基于动态幂律模型的信贷市场时变尾部风险的度量方法。信用尾部风险是通过政府债务信用违约互换(CDS)的极端价格波动来估计的。尾部回报由经济与货币联盟内核心国家和外围国家的幂律来描述。我发现短期和长期债务保险收益的尾部分布在不同的时间尺度上表现出三次收益定律,这意味着存在有限的第二矩。与长期CDS相比,短期CDS保护的卖方承担更高的尾部风险,即更极端的回报,尤其是在更短的时间尺度上。从横截面上看,与外围地区相比,核心地区信用违约概率较低的国家意味着尾部风险更大。这种现象可以用波动性对尾部分布的显著影响来解释。我的证据表明,保险价格低廉的核心国家的信用违约互换(cds)在高风险国家获得了回报,因此是防范极端事件的宝贵对冲工具。我认为这些发现对风险管理、投资组合配置和资产定价具有重要意义。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Tail Risk in Credit Markets: A Dynamic Power-Law Model
I provide a measure of time-varying tail risk in credit markets based on a dynamic power-law model. Credit tail risk is estimated from extreme price fluctuations of credit default swaps (CDS) on government debt. Tail returns are described by a power-law for core and peripheral countries within the Economic and Monetary Union. I find that the tail distributions of returns for short- and long-term debt insurances exhibit the cubic law of returns on different time-scales, which implies the existence of a finite second moment. Sellers of short-term CDS protection bear a higher tail risk of more extreme returns than long-term CDS, especially on shorter time scales. Cross-sectionally, countries in the core region that have a lower probability of credit default imply a greater tail risk than in the peripheral region. This phenomenon can be explained by the significant impact of volatility on the tail distribution. My evidence suggests that credit default swaps of core countries with cheap insurance prices pay off in high-risk states and thus are valuable hedges against extreme events. I show that these findings have important implications for risk management, portfolio allocation, and asset pricing.
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