CRAN/E | miclust

miclust

Multiple Imputation in Cluster Analysis

Installation

About

Implementation of a framework for cluster analysis with selection of the final number of clusters and an optional variable selection procedure. The package is designed to integrate the results of multiple imputed datasets while accounting for the uncertainty that the imputations introduce in the final results. In addition, the package can also be used for a cluster analysis of the complete cases of a single dataset. The package also includes specific methods to summarize and plot the results. The methods are described in Basagana et al. (2013) doi:10.1093/aje/kws289.

Citation miclust citation info

Key Metrics

Version 1.2.8
R ≥ 4.1
Published 2022-02-07 781 days ago
Needs compilation? no
License GPL-3
CRAN checks miclust results

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Maintainer

Maintainer

Jose Barrera-Gomez

jose.barrera@isglobal.org

Authors

Jose Barrera-Gomez

aut / cre

Xavier Basagana

aut

Material

README
NEWS
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

Old Sources

miclust archive

Depends

R ≥ 4.1

Imports

doBy
combinat
flexclust
graphics
irr
matrixStats
stats
utils

Suggests

knitr
xtable
rmarkdown