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TFunHDDC (version 1.0.2)

Clustering of Functional Data via Mixtures of t-Distributions

Description

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.

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Version

Install

install.packages('TFunHDDC')

Monthly Downloads

153

Version

1.0.2

License

GPL-3

Maintainer

Cristina Anton

Last Published

September 2nd, 2025

Functions in TFunHDDC (1.0.2)

contaminatedTriangles

contaminatedTriangles
plotNOx

plotNOx
predict.tfunHDDC

predict.tfunHDDC: Predicting Function for t-funHDDC Objects
fitNOxBenchmark

fitNOxBenchmark
plotTriangles

plotTriangles
genTriangles

genTriangles
genModelFD

genModelFD
tfunHDDC

tfunHDDC: Function for Model-Based Clustering of Functional Data with Outliers Using the t-Distribution.