# Clustering of Variables Around Latent Variables

## Documentation for package ‘ClustVarLV’ version 2.0.1

- DESCRIPTION file.
- User guides, package vignettes and other documentation.

## Help Pages

apples_sh | apples from southern hemisphere data set
AUPA_psycho | Psychological eating behavior data set
authen_NMR | Authentication data set/ NMR spectra
block.scale | Scaling of a three-way array
boot_clv | Boostrapping for assessing the stability of a CLV result
ciders | ciders data
CLV | Hierarchical clustering of variables with consolidation
CLV3W | Hierarchical clustering of variables (associated with mode 2 three-way array) with consolidation
CLV3W_kmeans | Partitioning algorithm of a set of variables (associated with mode 2) oh a three-way array
CLV_kmeans | K-means algorithm for the clustering of variables
coffee | coffee data
data_biplot | biplot for the dataset
get_comp | latent components associated with each cluster
get_loading | Loadings of the variables on the latent component, in each cluster.
get_partition | clusters memberships for a partition into K clusters.
get_weight | Weights of the external variables, or additional mode, on the latent component in each cluster.
imput_clv | Imputation of a data matrix based on CLV results
LCLV | L-CLV for L-shaped data
lm_CLV | linear model based on CLV
plot.clv | Graphical representation of the CLV clustering stages
plot.clv3w | Graphical representation of the CLV3W hierarchical clustering stages
plot.lclv | Graphical representation of the LCLV clustering stages
plot_var | Representation of the variables and their group membership
plot_var.clv3w | Scores plot from a Candecomp Parafac analysis. The group membership of the variables is superimposed.
predict.lmclv | prediction for lmCLV models.
print.clv | Print the CLV results
print.clv3w | Print the CLV3W results
print.lclv | Print the LCLV results
stand_quali | Standardization of the qualitative variables
summary.clv | summary and description of the clusters of variables
summary.clv3w | Summary and description of the clusters of (mode 2) variables associated with CLV3W or CLV3W_kmeans