Clustering of Variables

Documentation for package ‘ClustOfVar’ version 1.1

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
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
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
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