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.

Version: 1.0.1
Depends: fda.usc, R (≥ 3.5.0)
Imports: tclust, stringr, MASS, fda
Published: 2023-06-04
DOI: 10.32614/CRAN.package.TFunHDDC
Author: 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]
Maintainer: Cristina Anton <popescuc at>
License: GPL-3
NeedsCompilation: yes
Citation: TFunHDDC citation info
CRAN checks: TFunHDDC results


Reference manual: TFunHDDC.pdf


Package source: TFunHDDC_1.0.1.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): TFunHDDC_1.0.1.tgz, r-oldrel (arm64): TFunHDDC_1.0.1.tgz, r-release (x86_64): TFunHDDC_1.0.1.tgz, r-oldrel (x86_64): TFunHDDC_1.0.1.tgz
Old sources: TFunHDDC archive


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