Package: ClustOfVar 1.1

ClustOfVar: Clustering of Variables

Cluster analysis of a set of variables. Variables can be quantitative, qualitative or a mixture of both.

Authors:Marie Chavent [aut, cre], Vanessa Kuentz [aut], Benoit Liquet [aut], Jerome Saracco [aut]

# Install 'ClustOfVar' in R:

install.packages('ClustOfVar', repos = c('https://chavent.r-universe.dev', 'https://cloud.r-project.org'))

Datasets:

On CRAN:

Last updated from:b646c05125. Checks:7 NOTE, 2 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	NOTE	124
source / vignettes	OK	178
linux-release-x86_64	NOTE	117
macos-release-arm64	NOTE	138
macos-oldrel-arm64	NOTE	86
windows-devel	NOTE	71
windows-release	NOTE	80
windows-oldrel	NOTE	89
wasm-release	OK	109

Dependencies:PCAmixdata

Help page	Topics
Bootstrap of individuals on a numeric matrix and on a categorical matrix	bootvar
Calculates the aggregation criterion for two clusters of variables	clust_diss
Dissimilarity between two clusters of variables	clust_diss2
Calculates de synthetic variable of a cluster	clusterscore
Cut a tree into groups of variables	cutreevar
Performance in decathlon (data)	decathlon
Breeds of Dogs data	dogs
Flower Characteristics	flower
Nearest neighbor of variables	getnnsvar
gironde	gironde
Hierarchical clustering of variables	hclustvar
Hierarchical clustering of variables from a covariance matrix	hclustvar2
k-means clustering of variables	kmeansvar
Similarity between two variables	mixedVarSim
Plot of an index of stability of partitions of variables	plot.clustab
Plot loadings in each cluster.	plot.clustvar
Dendrogram of the hierarchy of variables	plot.hclustvar
Scores of new objects on the synthetic variables of a given partition	predict.clustvar
Protein data	protein
Rand index between two partitions	rand
Selection of a given number of variables in each cluster.	selvar
Stability of partitions from a hierarchy of variables	stability
Summary of a 'clustab' object	summary.clustab
Summary of a 'hclustvar' object	summary.clustvar
User satisfaction survey with 1232 individuals and 14 questions	vnf
Wine	wine