pdwaggoner/plotGMM: Tidy Tools for Visualizing Mixture Models

The main function, plot_mm(), is used for (gg)plotting output from mixture models, including both densities and overlaying mixture weight component curves from the fit models in line with the tidy principles. The package includes several additional functions for added plot customization. Supported model objects include: 'mixtools', 'EMCluster', and 'flexmix', with more from each in active dev. Supported mixture model specifications include mixtures of univariate Gaussians, multivariate Gaussians, Gammas, logistic regressions, linear regressions, and Poisson regressions.

Getting started

Package details

MaintainerPhilip Waggoner <philip.waggoner@gmail.com>
LicenseMIT + file LICENSE
Version0.1.1
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("pdwaggoner/plotGMM")
pdwaggoner/plotGMM documentation built on Nov. 12, 2022, 4:35 a.m.