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R-package clusterVAR

The package provides functions to estimate Latent Class Vector Autoregressive (VAR) models and perform model selection.

Ernst, A. F., Albers, C. J., Jeronimus, B. F., & Timmerman, M. E. (2020). Inter-individual differences in multivariate time-series. European Journal of Psychological Assessment.

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Version

Install

install.packages('ClusterVAR')

Monthly Downloads

213

Version

0.0.8

License

GPL-2

Maintainer

Anja Ernst

Last Published

December 9th, 2024

Functions in ClusterVAR (0.0.8)

print.PredictableObs

Print Summary of predictable Observations into Console.
print.ClusterVARSummary

Print Summary of Models into Console.
clusterVAR-datasets

Datasets included in the ClusterVAR package
LCVAR

Fitting Latent Class VAR Models
print.ClusterVAR

Prints description of ClusterVAR objects
coef.ClusterVAR

Show coefficients of given Model
print.ClusterVARCoef

Overview of Parameters of given Model.
summary.ClusterVAR

Summary of ClusterVAR objects
numberPredictableObservations

Determine the number of observations that can be predicted
plot.ClusterVAR

Visualizing Model fit and information criteria
clusterVAR-internal

Internal ClusterVAR functions