sarawade / mcclust.ext

This is an extension of the mcclust package. It provides post-processing tools for MCMC samples of partitions to summarize the posterior in Bayesian clustering models. Functions for point estimation are provided, giving a single representative clustering of the posterior. And, to characterize uncertainty in the point estimate, credible balls can be computed.

mcclust.ext

This is an extension of the mcclust package. It provides post-processing tools for MCMC samples of partitions to summarize the posterior in Bayesian clustering models. Functions for point estimation are provided, giving a single representative clustering of the posterior. And, to characterize uncertainty in the point estimate, credible balls can be computed.

Install from GitHub with the command in R (note: first install the package devtools):

devtools::install_github(“sarawade/mcclust.ext”)

Manual: https://www.maths.ed.ac.uk/~swade/docs/mcclust.ext-manual.pdf