Sweave Documentation for "Implementing Markov chain Monte Carlo: Estimating with confidence"
James M. Flegal, Galin L. Jones
TL;DR
This documentation provides examples and guidance on implementing Markov chain Monte Carlo methods with confidence, based on the comprehensive work by Flegal and Jones in their 2010 publication.
Contribution
It offers practical Sweave-based documentation for applying MCMC techniques with confidence, complementing the theoretical framework of the referenced book.
Findings
Provides detailed examples of MCMC implementation
Enhances understanding of confidence estimation in MCMC
Supports reproducibility with Sweave documentation
Abstract
This file is the Sweave documentation for the examples provided in Flegal, J. M. and Jones, G. L. (2010), "Implementing Markov chain Monte Carlo: Estimating with confidence", in Handbook of Markov Chain Monte Carlo, edited by Brooks, S., Gelman, A., Jones, G., and Meng, X. published by Chapman & Hall/CRC Press.
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Taxonomy
TopicsMarkov Chains and Monte Carlo Methods · Statistical Methods and Inference · Statistical Methods and Bayesian Inference