R: Clustering of Variables

# Clustering of Variables

## Documentation for package ‘ClustOfVar’ version 1.2

- DESCRIPTION file
- Package README

## Help Pages

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