caravagn/BMix: BMix - Binomial and Beta-Binomial univariate mixtures

BMix provides univariate Binomial and Beta-Binomial mixture models. BMix fits mixtures by maximum likelihood via the Expectation Maximization algorithm. Model selection for the number of mixture components is by the Integrated Classification Likelihood, an extension of the Bayesian Information Criterion that accounts for the entropy of the latent variables.

Getting started

Package details

AuthorGiulio Caravagna
MaintainerGiulio Caravagna <gcaravagn@gmail.com>
LicenseGPL (>= 3)
Version1.0.0
URL https://github.com/caravagnalab/BMix https://caravagnalab.github.io/BMix/
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("caravagn/BMix")
caravagn/BMix documentation built on May 10, 2022, 7:41 p.m.