Clustering of Functional Data via Mixtures of t-Distributions

Extension of 'funHDDC' Schmutz et al. (2018) 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.


Reference manual

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install.packages("TFunHDDC")

1.0.2 by Cristina Anton, a year ago


Browse source code at https://github.com/cran/TFunHDDC


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]


Documentation:   PDF Manual  


GPL-3 license


Imports tclust, stringr, MASS, fda

Depends on fda.usc


See at CRAN