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- W1483015670 abstract "Abstract This chapter reviews the recent developments in Markov chain Monte Carlo simulation methods. These methods, which are concerned with the simulation of high dimensional probability distributions, have gained enormous prominence and revolutionized Bayesian statistics. The chapter, provides background on the relevant Markov chain theory and provides detailed information on the theory and practice of Markov chain sampling based on the Metropolis–Hastings and Gibbs sampling algorithms. Convergence diagnostics and strategies for implementation are also discussed. A number of examples drawn from Bayesian statistics are used to illustrate the ideas. The chapter also covers in detail the application of MCMC methods to the problems of prediction and model choice." @default.
- W1483015670 created "2016-06-24" @default.
- W1483015670 creator A5040648384 @default.
- W1483015670 date "2001-01-01" @default.
- W1483015670 modified "2023-10-05" @default.
- W1483015670 title "Markov Chain Monte Carlo Methods: Computation and Inference" @default.
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