Monte Carlo Statistical Methods (Paperback, 2)

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