Derivative Securities and Difference Methods

Don't be fooled by the title. This is a general introduction to financial engineering for a mathematically sophisticated audience. It just happens to emphasize finite difference methods. The authors are three mathematicians. It shows in both the sophistication of the math and the lack of sophistication in the finance.

Finite difference methods are something most often associated with the partial differential equations approach to financial engineering, which is falling out of use. But they can also be invaluable with the stochastic calculus approach. Some problems are most easily solved by starting with the fundamental theorem of asset pricing, translating the problem into a partial differential equation and then applying finite differences.

Contents

1. Introduction

2. Basic options

3. Exotic options

4. Interest rate derivative securities

5. Basic numerical methods

6. Initial-boundary value and LC problems

7. Free-boundary problems

8. Interest rate modeling

This isn't discussed in the book. It gets to finite difference methods exclusively via the traditional Black-Scholes, partial differential equations approach. In this respect, it reflects valid but dated ways of thinking.

The book is clearly influenced by Wilmott, Dewynne and Howison (1993). It doesn't cover some of the basics, such as partial differential equations, but it does delve into more advanced mathematics. Wilmott et al is far better written, but if you want to master the partial differential equations approach to financial engineering, you might read Zhu et al as a supplement or follow-up. [11/16/05]

 

 

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