Package: TFunHDDC 1.0.1
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_1.0.1.tar.gz
TFunHDDC_1.0.1.zip(r-4.5)TFunHDDC_1.0.1.zip(r-4.4)TFunHDDC_1.0.1.zip(r-4.3)
TFunHDDC_1.0.1.tgz(r-4.5-x86_64)TFunHDDC_1.0.1.tgz(r-4.5-arm64)TFunHDDC_1.0.1.tgz(r-4.4-x86_64)TFunHDDC_1.0.1.tgz(r-4.4-arm64)TFunHDDC_1.0.1.tgz(r-4.3-x86_64)TFunHDDC_1.0.1.tgz(r-4.3-arm64)
TFunHDDC_1.0.1.tar.gz(r-4.5-noble)TFunHDDC_1.0.1.tar.gz(r-4.4-noble)
TFunHDDC_1.0.1.tgz(r-4.4-emscripten)TFunHDDC_1.0.1.tgz(r-4.3-emscripten)
TFunHDDC.pdf |TFunHDDC.html✨
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 2 years agofrom:6e5d4fbfb1. Checks:1 OK, 11 NOTE. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Mar 26 2025 |
| R-4.5-win-x86_64 | NOTE | Mar 26 2025 |
| R-4.5-mac-x86_64 | NOTE | Mar 26 2025 |
| R-4.5-mac-aarch64 | NOTE | Mar 26 2025 |
| R-4.5-linux-x86_64 | NOTE | Mar 26 2025 |
| R-4.4-win-x86_64 | NOTE | Mar 26 2025 |
| R-4.4-mac-x86_64 | NOTE | Mar 26 2025 |
| R-4.4-mac-aarch64 | NOTE | Mar 26 2025 |
| R-4.4-linux-x86_64 | NOTE | Mar 26 2025 |
| R-4.3-win-x86_64 | NOTE | Mar 26 2025 |
| R-4.3-mac-x86_64 | NOTE | Mar 26 2025 |
| R-4.3-mac-aarch64 | NOTE | Mar 26 2025 |
Exports:fitNOxBenchmarkgenModelFDgenTrianglesplotNOxplotTrianglespredict.tfunHDDCtfunHDDC
Dependencies:ashbitopscliclustercodetoolscolorspacedeSolvedoParallelevaluatefansifarverfdafda.uscfdsFNNforeachggplot2gluegtablehdrcdehighrisobanditeratorskernlabKernSmoothknitrkskSampleslabelinglatticelifecyclelocfitmagrittrMASSMatrixmclustmgcvmulticoolmunsellmvtnormnlmepcaPPpillarpkgconfigpracmaR6rainbowRColorBrewerRcppRcppArmadilloRCurlrlangscalesstringistringrSuppDiststclusttibbleutf8vctrsviridisLitewithrxfunyaml
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 |
