2nd Edition

Stochastic Processes with Applications to Finance

By Masaaki Kijima Copyright 2013

    Financial engineering has been proven to be a useful tool for risk management, but using the theory in practice requires a thorough understanding of the risks and ethical standards involved. Stochastic Processes with Applications to Finance, Second Edition presents the mathematical theory of financial engineering using only basic mathematical tools

    Elementary Calculus: Towards Ito's Formula. Elements in Probability. Useful Distributions in Finance. Derivative Securities. Change of Measures and the Pricing of Insurance Products. A Discrete-Time Model for Securities Market. Random Walks. The Binomial Model. A Discrete-Time Model for Defaultable Securities. Markov Chains. Monte Carlo Simulation. From Discrete to Continuous: Towards the Black-Scholes. Basic Stochastic Processes in Continuous Time. A Continuous-Time Model for Securities Market. Term-Structure Models and Interest-Rate Derivatives. A Continuous-Time Model for Defaultable Securities. References. Index.

    Biography

    M. Kijima (Author)