An introduction to financial option valuation : mathematics, stochastics, and computation /
Desmond J. Higham.
- Cambridge : Cambridge University Press, 2004.
- 1 online resource (xxi, 273 pages) : digital, PDF file(s).
Title from publisher's bibliographic system (viewed on 05 Oct 2015).
Option valuation preliminaries -- Random variables -- Computer simulation -- Asset price movement -- Asset price model: part I -- Asset price model: part II -- Black-Scholes PDE and formulas -- More on hedging -- The Greeks -- More on the Black-Scholes formulas -- Risk neutrality -- Solving a nonlinear equation -- Implied volitility -- The Monte Carlo method -- The binomial method -- Cash-or-nothing options -- American options -- Exotic options -- Historical volatility -- Monte Carlo part II: variance reduction by antithetic variates -- Monte Carlo part III: variance reduction by control variates -- Finite difference methods -- Finite difference methods for the Black-Scholes PDE.
This is a lively textbook providing a solid introduction to financial option valuation for undergraduate students armed with a working knowledge of a first year calculus. Written in a series of short chapters, its self-contained treatment gives equal weight to applied mathematics, stochastics and computational algorithms. No prior background in probability, statistics or numerical analysis is required. Detailed derivations of both the basic asset price model and the Black-Scholes equation are provided along with a presentation of appropriate computational techniques including binomial, finite differences and in particular, variance reduction techniques for the Monte Carlo method. Each chapter comes complete with accompanying stand-alone MATLAB code listing to illustrate a key idea. Furthermore, the author has made heavy use of figures and examples, and has included computations based on real stock market data.