Table of contents for Monte Carlo statistical methods / Christian P. Robert, George Casella.


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Introduction * Random Variable Generation * Monte Carlo Integration * Controlling Monte Carlo Variance * Monte Carlo Optimization * Markov Chains * The Metropolis-Hastings Algorithm * The Slice Sampler * The Two-Stage Gibbs Sampler * The Multi-Stage Gibbs Sampler * Variable Dimension Models and Reversible Jump * Diagnosing Convergence * Perfect Sampling * Iterated and Sequential Importance Sampling


Library of Congress subject headings for this publication:
Mathematical statistics.
Monte Carlo method.