Package: ManlyMix 0.1.15.1
ManlyMix: Manly Mixture Modeling and Model-Based Clustering
The utility of this package includes finite mixture modeling and model-based clustering through Manly mixture models by Zhu and Melnykov (2016) <doi:10.1016/j.csda.2016.01.015>. It also provides capabilities for forward and backward model selection procedures.
Authors:
ManlyMix_0.1.15.1.tar.gz
ManlyMix_0.1.15.1.zip(r-4.7-x86_64)ManlyMix_0.1.15.1.zip(r-4.7-arm64)ManlyMix_0.1.15.1.zip(r-4.6-x86_64)ManlyMix_0.1.15.1.zip(r-4.6-arm64)ManlyMix_0.1.15.1.zip(r-4.5-x86_64)
ManlyMix_0.1.15.1.tgz(r-4.6-x86_64)ManlyMix_0.1.15.1.tgz(r-4.6-arm64)ManlyMix_0.1.15.1.tgz(r-4.5-x86_64)ManlyMix_0.1.15.1.tgz(r-4.5-arm64)
ManlyMix_0.1.15.1.tar.gz(r-4.7-arm64)ManlyMix_0.1.15.1.tar.gz(r-4.7-x86_64)ManlyMix_0.1.15.1.tar.gz(r-4.6-arm64)ManlyMix_0.1.15.1.tar.gz(r-4.6-x86_64)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
ManlyMix/json (API)
| # Install 'ManlyMix' in R: |
| install.packages('ManlyMix', repos = c('https://xzhu20.r-universe.dev', 'https://cloud.r-project.org')) |
- acidity - Acidity data
- ais - Australian Institute of Sport data
- bankruptcy - Bankruptcy data
- seeds - Wheat kernel Data
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:4fa9d7e7f7. Checks:14 OK, 1 FAIL. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 80 | ||
| linux-devel-x86_64 | OK | 87 | ||
| source / vignettes | OK | 118 | ||
| linux-release-arm64 | OK | 77 | ||
| linux-release-x86_64 | OK | 89 | ||
| macos-release-arm64 | OK | 125 | ||
| macos-release-x86_64 | OK | 233 | ||
| macos-oldrel-arm64 | OK | 162 | ||
| macos-oldrel-x86_64 | OK | 352 | ||
| windows-devel-arm64 | OK | 315 | ||
| windows-devel-x86_64 | OK | 119 | ||
| windows-release-arm64 | OK | 324 | ||
| windows-release-x86_64 | OK | 79 | ||
| windows-oldrel-x86_64 | OK | 77 | ||
| wasm-release | FAIL | 71 |
Exports:ClassAgreeManly.EMManly.KmeansManly.modelManly.overlapManly.plotManly.selectManly.simManly.var
Dependencies:
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Finite mixture modeling and model-based clustering based on Manly mixture models. | ManlyMix-package |
| Acidity data | acidity |
| Australian Institute of Sport data | ais |
| Bankruptcy data | bankruptcy |
| Calculates the confusion matrix and number of misclassifications | ClassAgree |
| EM algorithm for Manly mixture model | Manly.EM |
| k-means algorithm with Manly transformation | Manly.Kmeans |
| Manly mixture model | Manly.model |
| Estimates the overlap for a Manly mixture | Manly.overlap |
| Density plot or contour plot for Manly mixture model | Manly.plot |
| Manly transformation selection | Manly.select |
| Simulates Manly mixture dataset | Manly.sim |
| Variability assessment of Manly mixture model | Manly.var |
| Wheat kernel Data | seeds |