Introduction to SamplerCompare

SamplerCompare is an R package for comparing the performance of Markov chain Monte Carlo (MCMC) samplers. It samples from a collection of distributions with a collection of MCMC methods over a range of tuning parameters. Then, using log density evaluations per uncorrelated observation as a figure of...

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Bibliographic Details
Main Author: Madeleine B. Thompson
Format: Article
Language:English
Published: Foundation for Open Access Statistics 2011-08-01
Series:Journal of Statistical Software
Subjects:
Online Access:http://www.jstatsoft.org/v43/i12/paper