Package: plotmm 0.1.1
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.
Authors:
plotmm_0.1.1.tar.gz
plotmm_0.1.1.zip(r-4.5)plotmm_0.1.1.zip(r-4.4)plotmm_0.1.1.zip(r-4.3)
plotmm_0.1.1.tgz(r-4.4-any)plotmm_0.1.1.tgz(r-4.3-any)
plotmm_0.1.1.tar.gz(r-4.5-noble)plotmm_0.1.1.tar.gz(r-4.4-noble)
plotmm_0.1.1.tgz(r-4.4-emscripten)plotmm_0.1.1.tgz(r-4.3-emscripten)
plotmm.pdf |plotmm.html✨
plotmm/json (API)
NEWS
| # Install 'plotmm' in R: |
| install.packages('plotmm', repos = c('https://pdwaggoner.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/pdwaggoner/plotmm/issues
cut-pointmixture-modelstidyversevisualization
Last updated 3 months agofrom:4edb8f3275. Checks:OK: 3 NOTE: 3 ERROR: 1. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 27 2024 |
| R-4.5-win | ERROR | Oct 27 2024 |
| R-4.5-linux | NOTE | Oct 27 2024 |
| R-4.4-win | NOTE | Oct 27 2024 |
| R-4.4-mac | NOTE | Oct 27 2024 |
| R-4.3-win | OK | Oct 27 2024 |
| R-4.3-mac | OK | Oct 27 2024 |
Exports:plot_cut_pointplot_gmmplot_mix_compsplot_mix_comps_normalplot_mm
Dependencies:amerikaclicolorspacefansifarverggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigR6RColorBrewerrlangscalestibbleutf8vctrsviridisLitewesandersonwithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Tidy Visualization of a Cut Point from a Mixture Model | plot_cut_point |
| Plots Mixture Components from Gaussian Mixture Models | plot_gmm |
| Helper Function for Overlaying Mixture Components | plot_mix_comps |
| Custom Function for Overlaying Mixture Components for Normal Distributions | plot_mix_comps_normal |
| Tidy Visualization of Mixture Models | plot_mm |
