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Simulation and Monte Carlo is aimed at students studying for degrees in Mathematics, Statistics, Financial Mathematics, Operational Research, Computer Science, and allied subjects, who wish an up-to-date account of the theory and practice of Simulation. Its distinguishing features are in-depth accounts of the theory of Simulation, including the important topic of variance reduction techniques, together with illustrative applications in Financial Mathematics, Markov chain Monte Carlo, and Discrete Event Simulation. Each chapter contains a good selection of exercises and solutions with an accompanying appendix comprising a Maple worksheet containing simulation procedures. The worksheets can also be downloaded from the web site supporting the book. This encourages readers to adopt a hands-on approach in the effective design of simulation experiments. Arising from a course taught at Edinburgh University over several years, the book will also appeal to practitioners working in the finance industry, statistics and operations research.
Probability theory --- Operational research. Game theory --- Monte Carlo method. --- Simulation methods --- Business mathematics. --- Monte-Carlo, Méthode de --- Simulation, Méthodes de --- Mathématiques financières --- Monte Carlo method --- Simulation method --- Business mathematics --- Simulation method. --- 519.245 --- Stochastic approximation. Monte Carlo methods --- -Simulation method --- -Business mathematics --- -519.282 --- Arithmetic, Commercial --- Business --- Business arithmetic --- Business math --- Commercial arithmetic --- Finance --- Mathematics --- Artificial sampling --- Model sampling --- Monte Carlo simulation --- Monte Carlo simulation method --- Stochastic sampling --- Games of chance (Mathematics) --- Mathematical models --- Numerical analysis --- Numerical calculations --- Stochastic processes --- Electronic information resources --- E-books --- Méthodes de simulation --- 519.245 Stochastic approximation. Monte Carlo methods --- Monte-Carlo, Méthode de --- Méthodes de simulation --- Mathématiques financières
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