Credit Derivatives Pricing Models

If you are looking for the definitive book on credit derivatives pricing, look no further. Schönbucher's has written a masterpiece. Not only is it comprehensive, but the writing is superb. The book is simultaneously informative and a pleasure to read!

Schönbucher opens with a well crafted introduction to standard credit derivatives. This leads into basic arbitrage conditions that place bounds on credit derivative prices as well as a crude indication of reasonable prices. These opening discussion are not hurried, taking time to explain things such as differences between corporate and sovereign credits (the latter can selectively default on obligations.)

In Chapter 3, the book introduces a simple framework for pricing credit derivatives that anticipates more sophisticated refinements in subsequent chapters. Schönbucher explains how spread curves can be calibrated to traded instruments such as coupon bonds or credit default swaps (CDS). The added complexity of recovery modeling is mentioned but mostly left for later development.

Up until this point, the book is not overly technical, with Chapter 4, it starts to read like a serious financial engineering text. The accessible writing style remains, but the technical level takes a noticeable step up. Assuming familiarity with basic stochastic calculus, including such notions as measurability, martingales, filtrations, and stochastic integrals, Chapter 4 delves into the non-continuous stochastic calculus of point and jump processes.

With the mathematics of Chapter 4 in hand, Chapters 5, 6, and 7 largely complete the modeling task initiated in Chapter 3. They detail how to implement deterministic and stochastic intensity models of default. They also describe several alternative models for recovery. Stochastic intensity is modeled with either a Gaussian or CIR process. These facilitate closed form pricing for simple credit derivatives. Other instruments require numerical solutions (trees, the Monte Carlo method, etc.) which are discussed in some detail.

Chapter 8 shifts gears and considers ratings migration models. It covers issues of generating transition matrices, calibration and integrating the models with the intensity models described in previous chapters.

Chapter 9 introduces structural default models based upon the original Merton model.

Contents

1. Introduction.

2. Credit Derivatives: Overview and Hedge-Based Pricing.

3. Credit Spreads and Bond Price-Based Pricing.

4. Mathematical Background.

5. Advanced Credit Spread Models.

6. Recovery Modelling.

7. Implementation of Intensity-Based Models.

8. Credit Rating Models.

9. Firm Value and Share Price-Based Models.

10. Models for Default Correlation.

Chapter 10 covers default correlation models. Factor models integrate well with structural default models, making them an attractive choice for pricing multiple obligor instruments. Several models for extending intensity models to multiple obligors are discussed, but not with so much success. The chapter closes with a discussion of copula models. Prior knowledge of copulas, as covered by Nelsen (1999), will be helpful.

Strengths of this book are its broad coverage of topics, sophistication, and excellent writing. Modest criticisms are that the notation, while used consistently, tends to be cumbersome. Just one example is a symbol that appears on p. 64. It represents the maturity of a security. It has a subscript. The subscript has both a superscript and a subscript. That sub-subscript has a superscript. Ouch!!! The book could also do with more examples.

Two supplementary texts that I recommend are Duffie and Singleton (2003) and Bluhm et al (2002). Both are more elementary than Schönbucher. They cover similar ground, with Duffie and Singleton (2003) emphasizing intensity models, and Bluhm et al (2002) emphasizing structural models. See also Gregory's (2003) edited volume on credit derivatives. While only some of its chapters focus on pricing, it offers a practitioner-oriented balance to the theoretical focus of Schönbucher. For credit derivatives financial engineering, none of these books can replace Schönbucher; it is the gold standard.

For related books, see sections:

Financial Engineering - Pricing Credit Risk

Markets - Credit Derivatives, CDOs

Risk Management - Credit Risk

Mathematics - Financial Math

 

 

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