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Handbook of Markov Chain Monte Carlo Steve Brooks

Handbook of Markov Chain Monte Carlo

Steve Brooks

Published May 10th 2011
ISBN : 9781420079418
Hardcover
592 pages
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 About the Book 

Handbook of Markov Chain Monte Carlo brings together the major advances that have occurred in recent years while incorporating enough introductory material for new users of MCMC. Along with thorough coverage of the theoretical foundations andMoreHandbook of Markov Chain Monte Carlo brings together the major advances that have occurred in recent years while incorporating enough introductory material for new users of MCMC. Along with thorough coverage of the theoretical foundations and algorithmic and computational methodology, this comprehensive handbook includes substantial realistic case studies from a variety of disciplines. These case studies demonstrate the application of MCMC methods and serve as a series of templates for the construction, implementation, and choice of MCMC methodology.