CRAN/E | SenTinMixt

SenTinMixt

Parsimonious Mixtures of MSEN and MTIN Distributions

Installation

About

Implements parsimonious mixtures of MSEN and MTIN distributions via expectation- maximization based algorithms for model-based clustering. For each mixture component, parsimony is reached via the eigen-decomposition of the scale matrices and by imposing a constraint on the tailedness parameter. This produces a family of 28 parsimonious mixture models for each distribution.

Key Metrics

Version 1.0.0
R ≥ 2.10
Published 2021-10-20 925 days ago
Needs compilation? no
License GPL (≥ 3)
CRAN checks SenTinMixt results

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Maintainer

Maintainer

Salvatore D. Tomarchio

daniele.tomarchio@unict.it

Authors

Salvatore D. Tomarchio

aut / cre

Bagnato Luca

aut

Antonio Punzo

aut

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-oldrel

x86_64

Depends

R ≥ 2.10

Imports

doSNOW
foreach
snow
TSdist
tidyr
data.table
expint
zipfR
mclust
rlist
withr