Clustering of Variables Around Latent Variables


[Up] [Top]

Documentation for package ‘ClustVarLV’ version 1.6.0

Help Pages

apples_sh apples from southern hemisphere data set
AUPA_psycho Psychological eating behavior data set
authen_NMR Authentication data set/ NMR spectra
boot_clv Boostrapping for assessing the stability of a CLV result
CLV Hierarchical clustering of variables with consolidation
CLV_kmeans K-means algorithm for the clustering of variables
data_biplot biplot for the dataset
get_comp latent variables associated with each cluster
get_load Loadings of the external variables in each cluster
get_partition Clusters of variables.
get_sparseload sparse loadings in each cluster when using the "sparselv" strategy
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 : prediction of a response variable, y, based on clusters of explanatory variables, X.
plot.clv Graphical representation of the CLV clustering stages
plot.lclv Graphical representation of the LCLV clustering stages
plot_var Representation of the variables and their group membership
print.clv Print the CLV results
print.lclv Print the LCLV results
stand_quali Standardization of the qualitative variables
summary.clv summary and description of the clusters of variables