C++ design patterns and derivatives pricing

Author(s)

    • Joshi, Mark S.

Bibliographic Information

C++ design patterns and derivatives pricing

M.S. Joshi

(Mathematics, finance, and risk / editorial board, Mark Broadie ... [et al.])

Cambridge University Press, 2008

2nd ed

  • : pbk

Available at  / 18 libraries

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Note

Includes bibliographical references (p. 287-288) and index

Description and Table of Contents

Description

Design patterns are the cutting-edge paradigm for programming in C++, and they are here discussed in depth using examples from financial mathematics. Assuming only a basic knowledge of C++ and mathematical finance, the reader learns how to produce well-designed, structured, reusable code via carefully-chosen examples. This new edition includes several new chapters covering topics of increasing robustness in the presence of exceptions, designing a generic factory, interfacing C++ with EXCEL, and improving code design using the idea of decoupling. Complete ANSI/ISO compatible C++ source code is hosted on an accompanying website for the reader to study in detail, and reuse as they see fit. Whether you are a student of financial mathematics, a working quantitative analyst or financial mathematician, you need this book. Offering practical steps for implementing pricing models for complex financial products, it will transform your understanding of how to use C++.

Table of Contents

  • Preface
  • 1. A simple Monte Carlo model
  • 2. Encapsulation
  • 3. Inheritance and virtual functions
  • 4. Bridging with a virtual constructor
  • 5. Strategies, decoration and statistics
  • 6. A random numbers class
  • 7. An exotics engine and the template pattern
  • 8. Trees
  • 9. Solvers, templates and implied volatilities
  • 10. The factory
  • 11. Design patterns revisited
  • 12. The situation in 2007
  • 13. Exceptions
  • 14. Templatizing the factory
  • 15. Interfacing with EXCEL
  • 16. Decoupling
  • A. Black-Scholes formulas
  • B. Distribution functions
  • C. A simple array class
  • D. The code
  • Bibliography
  • Index.

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