muschellij2/mcclust.ext: Point estimation and credible balls for Bayesian cluster analysis

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.

Getting started

Package details

AuthorSara Wade
MaintainerSara Wade <sara.wade@eng.cam.ac.uk>
LicenseGPL (>= 2)
Version1.0
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("muschellij2/mcclust.ext")
muschellij2/mcclust.ext documentation built on May 26, 2019, 9:36 a.m.