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:Cristina Anton [aut, cre], Iain Smith [aut], Malcolm Nielsen [aut], Jeffrey Andrews [ctb], Jaymeson Wickins [ctb], Nicholas Boers [ctb], Paul McNicholas [ctb], Amandine Schmutz [ctb], Julien Jacques [ctb], Charles Bouveyron [ctb]

TFunHDDC_1.0.1.tar.gz
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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)
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TFunHDDC.pdf |TFunHDDC.html✨
TFunHDDC/json (API)

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7 exports 0.00 score 59 dependencies 2 scripts 169 downloads

Last updated 1 years agofrom:6e5d4fbfb1. Checks:OK: 1 NOTE: 8. Indexed: yes.

Exports:fitNOxBenchmarkgenModelFDgenTrianglesplotNOxplotTrianglespredict.tfunHDDCtfunHDDC

Dependencies:ashbitopscliclustercodetoolscolorspacedeSolvedoParallelfansifarverfdafda.uscfdsFNNforeachggplot2gluegtablehdrcdeisobanditeratorskernlabKernSmoothkskSampleslabelinglatticelifecyclelocfitmagrittrMASSMatrixmclustmgcvmulticoolmunsellmvtnormnlmepcaPPpillarpkgconfigpracmaR6rainbowRColorBrewerRcppRcppArmadilloRCurlrlangscalesstringistringrSuppDiststclusttibbleutf8vctrsviridisLitewithr