Handbook of Markov Chain Monte Carlo

Excerpt

Edited by Steve Brooks, Andrew Gelman, Galin L. Jones and Xiao-Li Meng

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Edited by Steve Brooks, Andrew Gelman, Galin L. Jones and Xiao-Li Meng

Published by Chapman & Hall/CRC.

Sample Chapters

• Introduction to MCMC by Charles Geyer.

• Inference and Monitoring Convergence by Andrew Gelman and Kenneth Shirley

• MCMC Using Hamiltonian Dynamics by Radford Neal.

• Posterior exploration for computationally intensive forward models by Dave Higdon, C. Shane Reese, David Moulton, Jasper Vrugt and Colin Fox.

• Parallel Bayesian MCMC Imputation for Multiple Distributed Lag Models: A Case Study in Environmental Epidemiology by Brian Caffo, Roger Peng, Francesca Dominici, Thomas Louis and Scott Zeger.