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longclust (version 1.5)

Model-Based Clustering and Classification for Longitudinal Data

Description

Clustering or classification of longitudinal data based on a mixture of multivariate t or Gaussian distributions with a Cholesky-decomposed covariance structure. Details in McNicholas and Murphy (2010) and McNicholas and Subedi (2012) .

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Version

Install

install.packages('longclust')

Monthly Downloads

188

Version

1.5

License

GPL (>= 2)

Maintainer

Last Published

December 21st, 2023

Functions in longclust (1.5)

plot.longclust

Plots the components of the model.
longclust-package

Model-Based Clustering and Classification for Longitudinal Data
summary.longclust

Summary of the longclust object
print.longclust

Brief overview of the longclust object
longclustEM

Model-Based Clustering and Classification for Longitudinal Data