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varclust  

Variables Clustering
View on CRAN: Click here


Download and install varclust package within the R console
Install from CRAN:
install.packages("varclust")

Install from Github:
library("remotes")
install_github("cran/varclust")

Install by package version:
library("remotes")
install_version("varclust", "0.9.4")



Attach the package and use:
library("varclust")
Maintained by
Piotr Sobczyk
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-06-26
Latest Update: 2019-06-26
Description:
Performs clustering of quantitative variables, assuming that clusters lie in low-dimensional subspaces. Segmentation of variables, number of clusters and their dimensions are selected based on BIC. Candidate models are identified based on many runs of K-means algorithm with different random initializations of cluster centers.
How to cite:
Piotr Sobczyk (2019). varclust: Variables Clustering. R package version 0.9.4, https://cran.r-project.org/web/packages/varclust. Accessed 22 Dec. 2024.
Previous versions and publish date:
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