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 macewan.ca> |
| 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: TFunHDDC_1.0.1.zip, r-release: TFunHDDC_1.0.1.zip, r-oldrel: TFunHDDC_1.0.1.zip |
| 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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