plotmm: 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.

Package details

AuthorPhilip Waggoner [aut, cre], Fong Chan [aut, ctb], Lu Zhang [aut, ctb]
MaintainerPhilip Waggoner <philip.waggoner@gmail.com>
LicenseMIT + file LICENSE
Version0.1.1
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("plotmm")

Try the plotmm package in your browser

Any scripts or data that you put into this service are public.

plotmm documentation built on Nov. 10, 2022, 5:14 p.m.