Package: oclust 1.0.0
oclust: Gaussian Model-Based Clustering with Outliers
Provides a function to detect and trim outliers in Gaussian mixture model-based clustering using methods described in Clark and McNicholas (2024) <doi:10.1007/s00357-024-09473-3>.
Authors:
oclust_1.0.0.tar.gz
oclust_1.0.0.zip(r-4.7)oclust_1.0.0.zip(r-4.6)oclust_1.0.0.zip(r-4.5)
oclust_1.0.0.tgz(r-4.6-any)oclust_1.0.0.tgz(r-4.5-any)
oclust_1.0.0.tar.gz(r-4.7-any)oclust_1.0.0.tar.gz(r-4.6-any)
oclust_1.0.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
oclust/json (API)
| # Install 'oclust' in R: |
| install.packages('oclust', repos = c('https://clarkkm2.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:5c9bffcfe7. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 155 | ||
| source / vignettes | OK | 186 | ||
| linux-release-x86_64 | OK | 154 | ||
| macos-release-arm64 | OK | 156 | ||
| macos-oldrel-arm64 | OK | 219 | ||
| windows-devel | OK | 118 | ||
| windows-release | OK | 105 | ||
| windows-oldrel | OK | 96 | ||
| wasm-release | OK | 125 |
Exports:findGrossOutsminMDMixBetaDensoclustsimOuts
Dependencies:BHclicrayondbscanentropygenericsgluehmslatticelifecycleMASSmclustmixturemvtnormpkgconfigprettyunitsprogressR6RcppRcppArmadilloRcppGSLrlangvctrs
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Find Initial Gross Outliers | findGrossOuts |
| Minimum Mahalanobis Distance | minMD |
| Mixture of Beta Functions | MixBetaDens |
| The OCLUST Algorithm | oclust |
| Plots results of the 'oclust' algorithm. | plot.oclust |
| Print oclust | print.oclust |
| Prints the summary of key results for 'oclust' class objects. | print.summary.oclust |
| Simulate Outliers | simOuts |
| Summarizes key results for 'oclust' class objects. | summary.oclust |
