Multivariate-From-Univariate MCMC Sampler: The R Package MfUSampler

The R package MfUSampler provides Markov chain Monte Carlo machinery for generating samples from multivariate probability distributions using univariate sampling algorithms such as the slice sampler and the adaptive rejection sampler. The multivariate wrapper performs a full cycle of univariate samp...

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Bibliographic Details
Main Authors: Alireza S. Mahani, Mansour T. A. Sharabiani
Format: Article
Language:English
Published: Foundation for Open Access Statistics 2017-06-01
Series:Journal of Statistical Software
Subjects:
Online Access:https://www.jstatsoft.org/index.php/jss/article/view/3161