信用利差的期限结构:利用 CIR++ 强度进行随机建模

Mohamed Ben Alaya, Ahmed Kebaier, Djibril Sarr
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引用次数: 0

摘要

本文介绍了一种新的信用利差随机模型。该随机方法通过 CIR++ 模型利用违约强度的扩散,并在风险中性概率空间内制定。我们的研究主要解决了文献中的两个空白。首先是缺乏建立在随机基础上的信贷分布模型,而现有的许多模型都依赖于因子假设,因此无法进行连续建模。其次是直接得出信贷息差期限结构的模型有限。我们模型的一个中间结果是提供了违约债券价格的期限结构。我们在介绍模型的同时,还介绍了一种创新、实用和保守的校准方法,这种方法可以最大限度地减少违约密集度的历史波动率与理论波动率之间的误差。我们通过将模型行为与历史信用利差值进行比较,证明了模型及其校准过程的稳健性。我们的研究结果表明,该模型不仅能生成逼真的信用利差期限结构曲线,还能随着时间的推移表现出一致的扩散性。此外,该模型还能准确拟合隐含存续概率的初始期限结构,并为未来任何时间任何给定期限的信用利差提供分析表达式。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Credit Spreads' Term Structure: Stochastic Modeling with CIR++ Intensity
This paper introduces a novel stochastic model for credit spreads. The stochastic approach leverages the diffusion of default intensities via a CIR++ model and is formulated within a risk-neutral probability space. Our research primarily addresses two gaps in the literature. The first is the lack of credit spread models founded on a stochastic basis that enables continuous modeling, as many existing models rely on factorial assumptions. The second is the limited availability of models that directly yield a term structure of credit spreads. An intermediate result of our model is the provision of a term structure for the prices of defaultable bonds. We present the model alongside an innovative, practical, and conservative calibration approach that minimizes the error between historical and theoretical volatilities of default intensities. We demonstrate the robustness of both the model and its calibration process by comparing its behavior to historical credit spread values. Our findings indicate that the model not only produces realistic credit spread term structure curves but also exhibits consistent diffusion over time. Additionally, the model accurately fits the initial term structure of implied survival probabilities and provides an analytical expression for the credit spread of any given maturity at any future time.
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