Quantitative Finance: An Object-Oriented Approach in C++

ISBN-13: 9781584884798 / Angielski / Twarda / 2013 / 354 str.

Erik Schlogl; Schlogl Schlogl

Opis

Quantitative Finance: An Object-Oriented Approach in C++ provides readers with a foundation in the key methods and models of quantitative finance. Keeping the material as self-contained as possible, the author introduces computational finance with a focus on practical implementation in C++. Through an approach based on C++ classes and templates, the text highlights the basic principles common to various methods and models while the algorithmic implementation guides readers to a more thorough, hands-on understanding. By moving beyond a purely theoretical treatment to the actual implementation of the models using C++, readers greatly enhance their career opportunities in the field. The book also helps readers implement models in a trading or research environment. It presents recipes and extensible code building blocks for some of the most widespread methods in risk management and option pricing. Web Resource
The author s website provides fully functional C++ code, including additional C++ source files and examples. Although the code is used to illustrate concepts (not as a finished software product), it nevertheless compiles, runs, and deals with full, rather than toy, problems. The website also includes a suite of practical exercises for each chapter covering a range of difficulty levels and problem complexity. "

Spis treści

A Brief Review of the C++ Programming Language Getting started Procedural programming in C++ Object-oriented features of C++ Templates Exceptions Namespaces Basic Building Blocks The Standard Template Library (STL) The Boost Libraries Numerical arrays Numerical integration Optimisation and root search The term structure of interest rates Lattice Models for Option Pricing Basic concepts of pricing by arbitrage Hedging and arbitrage–free pricing Defining a general lattice model interface Implementing binomial lattice models Models for the term structure of interest rates The Black/Scholes World Martingales Option pricing in continuous time Exotic options with closed form solutions Implementation of closed form solutionsAmerican options Finite Difference Methods The object-oriented interfaceThe explicit finite difference method The implicit finite difference method The Crank/Nicolson scheme Implied Volatility and Volatility Smiles Calculating implied distributions Constructing an implied volatility surface Stochastic volatility Monte Carlo Simulation Background The generic Monte Carlo algorithm Simulating asset price processes Discretising stochastic differential equations Predictor-corrector methods Variance reduction techniquesPricing instruments with early exercise features Quasi-random Monte Carlo The Heath/Jarrow/Morton Model The model framework Gauss/Markov HJM Option pricing in the Gaussian HJM framework Adding a foreign currency Implementing closed-form solutions Monte Carlo simulation in the HJM framework Implementing Monte Carlo simulation Appendix A: Interfacing between C++ and Microsoft Excel Appendix B: Automatic Generation of Documentation Using Doxygen References Index

O autorze

Erik Schlögl currently is Professor and Director of the Quantitative Finance Research Centre at the University of Technology, Sydney (UTS), Australia. Erik received his doctorate in Economics from the University of Bonn, Germany, for work on term structure models and the pricing of fixed income derivatives and has gained broad-based experience in computational financial engineering. He has consulted for financial institutions and software developers in Europe, Australia and in the US. His research interests cover a broad area of quantitative finance, in particular model calibration, interest rate term structure modelling, credit risk and the integration of multiple sources of risk. He has published articles in a number of international journals, including Finance & Stochastics, Quantitative Finance, Risk and the Journal of Economic Dynamics and Control. In addition to UTS, he held positions at the University of New South Wales, Australia, and the University of Bonn, Germany.