Markov Chain Monte Carlo: Stochastic Simulation for Bayesian Inference, Second Edition (Chapman & Hall/CRC Texts in Statistical Science)

Lopes, Hedibert F.,Gamerman, Dani

ISBN 10: 1584885874 / ISBN 13: 9781584885870

Verlag: Chapman and Hall/CRC, 2006

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Inhaltsangabe:

Incorporating changes in theory and highlighting new applications, this book presents a concise, accessible, and comprehensive introduction to the methods of this valuable simulation technique. This second edition includes many new examples in the chapters on Gibbs sampling and Metropolis-Hastings algorithms. It incorporates all the recent developments in MCMC, including reversible jump, slice sampling, bridge sampling, path sampling, multiple-try, and delayed rejection. It also features many worked examples and discusses computation using both R and WinBUGS. With additional exercises and selected solutions within the text, it offers all data sets and software for download from the Web.

Über die Autorin bzw. den Autor: Dani Gamerman, Hedibert F. Lopes

Bibliografische Details

Titel: Markov Chain Monte Carlo: Stochastic ...
Verlag: Chapman and Hall/CRC
Erscheinungsdatum: 2006
Einband: Hardcover
Zustand: Good
Auflage: 2. Auflage