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What is Monte Carlo? A Bit of Probability Theory. Sampling Random Variables. Monte Carlo Evaluation of Finite-Dimensional Integrals. Statistical Physics. Simulations of Stochastic Systems: Radiation Transport. Random Walks and Integral Equations. Introduction to Green's Function Monte Carlo. Appendixes. Index.