Package: opGMMassessment 0.4
Jorn Lotsch
opGMMassessment: Optimized Automated Gaussian Mixture Assessment
Necessary functions for optimized automated evaluation of the number and parameters of Gaussian mixtures in one-dimensional data. Various methods are available for parameter estimation and for determining the number of modes in the mixture. A detailed description of the methods ca ben found in Lotsch, J., Malkusch, S. and A. Ultsch. (2022) <doi:10.1016/j.imu.2022.101113>.
Authors:
opGMMassessment_0.4.tar.gz
opGMMassessment_0.4.tar.gz(r-4.5-noble)opGMMassessment_0.4.tar.gz(r-4.4-noble)
opGMMassessment_0.4.tgz(r-4.4-emscripten)opGMMassessment_0.4.tgz(r-4.3-emscripten)
opGMMassessment.pdf |opGMMassessment.html✨
opGMMassessment/json (API)
| # Install 'opGMMassessment' in R: |
| install.packages('opGMMassessment', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
- Chromatogram - Example data of lysophosphatidic acids, LPA.
- Mixture3 - Example Gaussian mixture data.
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 5 months agofrom:902173ad22. Checks:OK: 2. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Aug 29 2024 |
| R-4.5-linux | OK | Aug 29 2024 |
Exports:GMMplotGGopGMMassessment
Dependencies:AdaptGaussaskpassbase64encbitopsbootbslibcachemcaToolscliclusterClusterRcodacodetoolscolorspacecommonmarkcpp11crayoncrosstalkcurldata.tableDataVisualizationsdigestdiptestDistributionOptimizationdoParalleldplyrevaluatefansifarverfastGHQuadfastmapFNNfontawesomeforeachfsGAgenericsggplot2gluegmpgtablehighrhtmltoolshtmlwidgetshttpuvhttrisobanditeratorsjquerylibjsonlitekernlabKernSmoothknitrkslabelinglaterlatticelazyevallifecyclelme4magrittrMASSMatrixmclustmemoisemgcvmimeminqamixAKmixtoolsmnormtmulticoolmultimodemunsellmvtnormNbClustnlmenloptropensslpillarpkgconfigplotlyplyrpracmapromisespurrrR6rappdirsRColorBrewerRcppRcppArmadilloRcppEigenreshape2rlangrmarkdownrootSolvesassscalessegmentedshinysourcetoolsspstringistringrsurvivalsystibbletidyrtidyselecttinytexutf8vctrsviridisLitewithrxfunxtableyaml
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Example data of lysophosphatidic acids, LPA. | Chromatogram |
| Plot of Gaussian mixtures | GMMplotGG |
| Example Gaussian mixture data. | Mixture3 |
| Gaussian mixture assessment | opGMMassessment |