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.

Getting started

Package details

AuthorCristina 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]
MaintainerCristina Anton <popescuc@macewan.ca>
LicenseGPL-3
Version1.0.1
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("TFunHDDC")

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TFunHDDC documentation built on June 7, 2023, 6:04 p.m.