Includes bibliographical references (p. [269]-274) and index.
Basic R programming -- Random variable generation -- Monte Carlo integration -- Controlling and accelerating convergence -- Monte Carlo optimization -- Metropolis-Hastings algorithms -- Gibbs samplers -- Monitoring and adaptation for MCMC algorithms.