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Soren Asmussen and Peter Glynn were awarded the Outstanding Simulation Publication Award presented by the INFORMS SImulation Society in December 2008.§This book provides a broad treatment of sampling-based computational methods, as well as accompanying mathematical analysis of the convergence properties of the methods discussed. General methods and model-specific algorithms are discussed.