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ClusterVAR: Fitting Latent Class Vector-Autoregressive (VAR) Models

Estimates latent class vector-autoregressive models via EM algorithm on time-series data for model-based clustering and classification. Includes model selection criteria for selecting the number of lags and clusters.

Version:0.0.8
Imports:stats, utils, graphics, grDevices,fastDummies,MASS,mvtnorm,scales,foreach, parallel,doParallel,parabar,iterators
Suggests:knitr,rmarkdown,testthat (≥ 3.0.0)
Published:2024-12-09
DOI:10.32614/CRAN.package.ClusterVAR
Author:Anja Ernst [aut, cre], Jonas Haslbeck [aut]
Maintainer:Anja Ernst <a.f.ernst at rug.nl>
BugReports:https://github.com/anieBee/ClusterVAR/issues
License:GPL-2
NeedsCompilation:no
Materials:README,NEWS
CRAN checks:ClusterVAR results

Documentation:

Reference manual:ClusterVAR.html ,ClusterVAR.pdf

Downloads:

Package source: ClusterVAR_0.0.8.tar.gz
Windows binaries: r-devel:ClusterVAR_0.0.8.zip, r-release:ClusterVAR_0.0.8.zip, r-oldrel:ClusterVAR_0.0.8.zip
macOS binaries: r-release (arm64):ClusterVAR_0.0.8.tgz, r-oldrel (arm64):ClusterVAR_0.0.8.tgz, r-release (x86_64):ClusterVAR_0.0.8.tgz, r-oldrel (x86_64):ClusterVAR_0.0.8.tgz
Old sources: ClusterVAR archive

Linking:

Please use the canonical formhttps://CRAN.R-project.org/package=ClusterVARto link to this page.


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