CRAN/E | TFunHDDC

TFunHDDC

Clustering of Functional Data via Mixtures of t-Distributions

Installation

About

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.

Citation TFunHDDC citation info

Key Metrics

Version 1.0.1
R ≥ 3.5.0
Published 2023-06-04 337 days ago
Needs compilation? yes
License GPL-3
CRAN checks TFunHDDC results

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Maintainer

Maintainer

Cristina Anton

popescuc@macewan.ca

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

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrelnot available

x86_64

Old Sources

TFunHDDC archive

Depends

fda.usc
R ≥ 3.5.0

Imports

tclust
stringr
MASS
fda