Advanced Quantitative Finance with C++

Create and implement mathematical models in C++ using quantitative finance

Overview

• Describes the key mathematical models used for price equity, currency, interest rates, and credit derivatives
• The complex models are explained step-by-step along with a flow chart of every implementation
• Illustrates each asset class with fully solved C++ examples, both basic and advanced, that support and complement the text

In Detail

This book will introduce you to the key mathematical models used to price financial derivatives, as well as the implementation of main numerical models used to solve them. In particular, equity, currency, interest rates, and credit derivatives are discussed. In the first part of the book, the main mathematical models used in the world of financial derivatives are discussed. Next, the numerical methods used to solve the mathematical models are presented. Finally, both the mathematical models and the numerical methods are used to solve some concrete problems in equity, forex, interest rate, and credit derivatives.

The models used include the Black-Scholes and Garman-Kohlhagen models, the LIBOR market model, structural and intensity credit models. The numerical methods described are Monte Carlo simulation (for single and multiple assets), Binomial Trees, and Finite Difference Methods. You will find implementation of concrete problems including European Call, Equity Basket, Currency European Call, FX Barrier Option, Interest Rate Swap, Bankruptcy, and Credit Default Swap in C++.

What you will learn from this book

• Solve complex pricing problems in financial derivatives using a structured approach with the Bento Box template
• Explore some key numerical methods including binomial trees, finite differences, and Monte Carlo simulation
• Develop your understanding of equity, forex, interest rate, and credit derivatives through concrete examples
• Implement simple and complex derivative instruments in C++
• Discover the most important mathematical models used in quantitative finance today to price derivative instruments
• Effectively Incorporate object oriented programming (OOP) principles into the code

Approach

The book takes the reader through a fast but structured crash-course in quantitative finance, from theory to practice.

Table of Contents

Chapter 1: What is Quantitative Finance?
Chapter 2: Mathematical Models
Chapter 3: Numerical Methods
Chapter 4: Equity Derivatives in C++
Chapter 5: Foreign Exchange Derivatives with C++
Chapter 6: Interest Rate Derivatives with C++
Chapter 7: Credit Derivatives with C++
Appendix A: C++ Numerical Libraries for Option Pricing
Appendix B: References