Simulation techniques in financial risk management / Ngai Hang Chan, Hoi Ying Wong.
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Summary: This unique resource provides simulation techniques for financial risk managers ensuring you become well versed in many recent innovations, including Gibbs sampling, the use of heavy-tailed distributions in VaR calculations, construction of volatility smile, and state space modeling.
Brownian motions and Itō's rule -- Black-Scholes model and option pricing -- Generating random variables -- Standard simulations in risk management -- Variance reduction techniques -- Path-dependent options -- Multi-asset options -- Interest rate models -- Markov chain Monte Carlo methods.
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