Package: TFunHDDC 1.0.2
TFunHDDC: Clustering of Functional Data via Mixtures of t-Distributions
Extension of 'funHDDC' Schmutz et al. (2018) <doi:10.1007/s00180-020-00958-4> for cases including outliers by fitting t-distributions for robust groups. 'TFunHDDC' can cluster univariate or multivariate data produced by the 'fda' package for data using a b-splines or Fourier basis.
Authors:
TFunHDDC_1.0.2.tar.gz
TFunHDDC_1.0.2.zip(r-4.7-x86_64)TFunHDDC_1.0.2.zip(r-4.7-arm64)TFunHDDC_1.0.2.zip(r-4.6-x86_64)TFunHDDC_1.0.2.zip(r-4.6-arm64)TFunHDDC_1.0.2.zip(r-4.5-x86_64)
TFunHDDC_1.0.2.tgz(r-4.6-x86_64)TFunHDDC_1.0.2.tgz(r-4.6-arm64)TFunHDDC_1.0.2.tgz(r-4.5-x86_64)TFunHDDC_1.0.2.tgz(r-4.5-arm64)
TFunHDDC_1.0.2.tar.gz(r-4.7-arm64)TFunHDDC_1.0.2.tar.gz(r-4.7-x86_64)TFunHDDC_1.0.2.tar.gz(r-4.6-arm64)TFunHDDC_1.0.2.tar.gz(r-4.6-x86_64)
TFunHDDC_1.0.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
TFunHDDC/json (API)
| # Install 'TFunHDDC' in R: |
| install.packages('TFunHDDC', repos = c('https://popescuc71.r-universe.dev', 'https://cloud.r-project.org')) |
- contaminatedTriangles - ContaminatedTriangles
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:52fecfed0e. Checks:15 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 161 | ||
| linux-devel-x86_64 | OK | 208 | ||
| source / vignettes | OK | 185 | ||
| linux-release-arm64 | OK | 183 | ||
| linux-release-x86_64 | OK | 198 | ||
| macos-release-arm64 | OK | 136 | ||
| macos-release-x86_64 | OK | 347 | ||
| macos-oldrel-arm64 | OK | 161 | ||
| macos-oldrel-x86_64 | OK | 308 | ||
| windows-devel-arm64 | OK | 378 | ||
| windows-devel-x86_64 | OK | 193 | ||
| windows-release-arm64 | OK | 374 | ||
| windows-release-x86_64 | OK | 151 | ||
| windows-oldrel-x86_64 | OK | 141 | ||
| wasm-release | OK | 120 |
Exports:fitNOxBenchmarkgenModelFDgenTrianglesplotNOxplotTrianglespredict.tfunHDDCtfunHDDC
Dependencies:ashbitopscliclustercodetoolscolorspacecpp11deSolvedoParallelevaluatefarverfdafda.uscfdsFNNforeachggplot2gluegtablehdrcdehighrisobanditeratorskernlabKernSmoothknitrkskSampleslabelinglatticelifecyclelocfitmagrittrMASSMatrixmclustmgcvmulticoolmvtnormnlmepcaPPpracmaR6rainbowRColorBrewerRcppRcppArmadilloRCurlrlangS7scalesstringistringrSuppDiststclustvctrsviridisLitewithrxfunyaml
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| contaminatedTriangles | contaminatedTriangles |
| fitNOxBenchmark | fitNOxBenchmark |
| genModelFD | genModelFD |
| genTriangles | genTriangles |
| plotNOx | plotNOx |
| plotTriangles | plotTriangles |
| predict.tfunHDDC: Predicting Function for t-funHDDC Objects | predict.tfunHDDC |
| tfunHDDC: Function for Model-Based Clustering of Functional Data with Outliers Using the t-Distribution. | tfunHDDC |