Package: ClusterVAR 0.0.9

Anja Ernst

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.

Authors:Anja Ernst [aut, cre], Jonas Haslbeck [aut]

ClusterVAR_0.0.9.tar.gz
ClusterVAR_0.0.9.zip(r-4.5)ClusterVAR_0.0.9.zip(r-4.4)ClusterVAR_0.0.9.zip(r-4.3)
ClusterVAR_0.0.9.tgz(r-4.5-any)ClusterVAR_0.0.9.tgz(r-4.4-any)ClusterVAR_0.0.9.tgz(r-4.3-any)
ClusterVAR_0.0.9.tar.gz(r-4.5-noble)ClusterVAR_0.0.9.tar.gz(r-4.4-noble)
ClusterVAR_0.0.9.tgz(r-4.4-emscripten)ClusterVAR_0.0.9.tgz(r-4.3-emscripten)
ClusterVAR.pdf |ClusterVAR.html
ClusterVAR/json (API)
NEWS

# Install 'ClusterVAR' in R:
install.packages('ClusterVAR', repos = c('https://aniebee.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/aniebee/clustervar/issues

On CRAN:

Conda:

clusteringlatent-class-modelmultivariate-timeseriestime-series-analysisvector-autoregressionvector-autoregression-models

4.88 score 2 stars 1 scripts 237 downloads 45 exports 38 dependencies

Last updated 3 months agofrom:2b73aa3eb1. Checks:9 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 14 2025
R-4.5-winOKMar 14 2025
R-4.5-macOKMar 14 2025
R-4.5-linuxOKMar 14 2025
R-4.4-winOKMar 14 2025
R-4.4-macOKMar 14 2025
R-4.4-linuxOKMar 14 2025
R-4.3-winOKMar 14 2025
R-4.3-macOKMar 14 2025

Exports:calculateAcalculateBcalculateBandWZerocalculateBICcalculateCoefficientsForRandoAndRationalcalculateFYZcalculateICcalculateICLcalculateLagListcalculateNParacalculatePosteriorcalculateRatiocalculateSigmacalculateTaucalculateUcalculateWcallCalculateCoefficientsForRandoAndRationalcallEMFuncscheckComponentsCollapsedcheckConvergencecheckLikelihoodsNAcheckOutlierscheckPosteriorsNAcheckSingularitySigmacheckVarianceYcoef.ClusterVARconstraintsOnBcreateOutputListcreateXdetermineLagOrderDetPredSubjEMFuncEMInitInitPseudoRandInitRatLCVARnumberPredictableObservationsplot.ClusterVARplotHeatprint.ClusterVARprint.ClusterVARCoefprint.ClusterVARSummaryprint.PredictableObsreorderLagssummary.ClusterVAR

Dependencies:callrclicodetoolscolorspacecrayondata.tabledoParabarfansifarverfastDummiesfilelockforeachgluehmsiteratorslabelinglifecyclemagrittrMASSmunsellmvtnormparabarpillarpkgconfigprettyunitsprocessxprogresspsR6RColorBrewerrlangscalesstringistringrtibbleutf8vctrsviridisLite