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plotGMM: Tools for Visualizing Gaussian Mixture Models

The main function, plot_GMM, is used for plotting output from Gaussian mixture models (GMMs), including both densities and overlaying mixture weight component curves from the fit GMM. The package also include the function, plot_cut_point, which plots the cutpoint (mu) from the GMM over a histogram of the distribution with several color options. Finally, the package includes the function, plot_mix_comps, which is used in the plot_GMM function, and can be used to create a custom plot for overlaying mixture component curves from GMMs. For the plot_mix_comps function, usage most often will be specifying the "fun" argument within "stat_function" in a ggplot2 object.

Version:0.2.2
Imports:methods,wesanderson,amerika,ggplot2
Suggests:mixtools,testthat, graphics
Published:2020-07-07
DOI:10.32614/CRAN.package.plotGMM
Author:Philip Waggoner [aut, cre], Fong Chan [aut]
Maintainer:Philip Waggoner <philip.waggoner at gmail.com>
License:MIT + fileLICENSE
NeedsCompilation:no
Materials:README,NEWS
CRAN checks:plotGMM results

Documentation:

Reference manual:plotGMM.html ,plotGMM.pdf

Downloads:

Package source: plotGMM_0.2.2.tar.gz
Windows binaries: r-devel:plotGMM_0.2.2.zip, r-release:plotGMM_0.2.2.zip, r-oldrel:plotGMM_0.2.2.zip
macOS binaries: r-release (arm64):plotGMM_0.2.2.tgz, r-oldrel (arm64):plotGMM_0.2.2.tgz, r-release (x86_64):plotGMM_0.2.2.tgz, r-oldrel (x86_64):plotGMM_0.2.2.tgz
Old sources: plotGMM archive

Linking:

Please use the canonical formhttps://CRAN.R-project.org/package=plotGMMto link to this page.


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