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Pricing of corporate bonds and credit derivatives: Theory and evidence.

机译:公司债券和信用衍生产品的定价:理论和证据。

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摘要

The risk of default occupies a central role in the pricing and hedging of credit risk. Different approaches to modeling default probabilities, and their migration, have been pursued. There are three main quantitative approaches to analyzing default risk as follows: the structural approach, the reduced-form approach, and the hybrid approach. This dissertation presents a new hybrid term structure model which can be used for pricing defaultable bonds and credit derivatives.; Specifically, I develop a four-factor defaultable term structure model for the pricing of corporate bonds and credit derivatives on the basis of the Duffie-Singleton Model. One of the factors that determine the credit spread is the firm-specific financial distress variable or index. The greater the value of the firm-specific financial distress index, the lower the quality of the firm. The second factor is the non-defaultable short rate which is assumed to follow the Cox-Ingersoll-Ross model or the Vasicek model, both of which are popular in the field of the term structure of interest rates. The third factor is the short rate spread, which is considerably driven by the firm-specific financial distress index and the default-free interest rate. The last factor is the volatility of the short rate credit spread. This model is tractable as well as flexible. Simulation results show that my model is capable of producing many different shapes for the term structure of credit spreads and captures many of the complex properties inherent in credit spreads.; In addition, I extend the work of Tahani (2004) and Longstaff and Schwartz (1995) by introducing both interest rate risk and stochastic volatility risk in pricing credit derivatives such as spread options. For the general mean-reverting process for the credit spread and two stochastic volatility processes: the square-root process and the Ornstein-Uhlembeck process, I derive the closed-form solutions for valuing European credit spread options using the Fourier inversion framework.; Finally, I develop Kalman filtering methodology to estimate the four-factor model and apply this to both Treasury and corporate bond indices.; The theoretical features of my model are well supported by the empirical analysis carried out. It is an interesting topic for further research to calibrate and test this new four-factor model using individual corporate bond data.
机译:违约风险在信用风险的定价和对冲中起着核心作用。已经采用了不同的方法来对默认概率及其迁移进行建模。分析违约风险的方法主要有以下三种主要的定量方法:结构方法,简化形式方法和混合方法。本文提出了一种新的混合期限结构模型,可用于对违约债券和信用衍生产品进行定价。具体来说,我在Duffie-Singleton模型的基础上为公司债券和信用衍生工具的定价开发了四要素可违约期限结构模型。决定信用利差的因素之一是企业特定的财务困境变量或指数。公司特定财务困境指数的值越大,公司的质量越低。第二个因素是不可违约的短期利率,假定它遵循Cox-Ingersoll-Ross模型或Vasicek模型,两者在利率期限结构领域都很流行。第三个因素是短期利差,这很大程度上受企业特定的财务困境指数和无违约利率的驱动。最后一个因素是短期信用利差的波动性。这种模型既灵活又易于处理。仿真结果表明,我的模型能够为信用价差的期限结构产生许多不同的形状,并捕获信用价差固有的许多复杂特性。另外,我通过在利率衍生品(如利差期权)定价中引入利率风险和随机波动风险,扩展了Tahani(2004)以及Longstaff和Schwartz(1995)的工作。对于信用利差的一般均值回复过程和两个随机波动过程:平方根过程和Ornstein-Uhlembeck过程,我得出了使用傅立叶反演框架评估欧洲信用利差期权的封闭式解决方案。最后,我开发了卡尔曼滤波方法来估计四因素模型,并将其应用于国债和公司债券指数。我的模型的理论特征得到了实证分析的很好支持。使用单独的公司债券数据来校准和测试这种新的四因素模型,是进行进一步研究的有趣话题。

著录项

  • 作者

    Chen, Jianli.;

  • 作者单位

    The George Washington University.;

  • 授予单位 The George Washington University.;
  • 学科 Economics Finance.
  • 学位 Ph.D.
  • 年度 2007
  • 页码 102 p.
  • 总页数 102
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 财政、金融;
  • 关键词

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