Other packages > Find by keyword >

qVarSel  

Select Variables for Optimal Clustering
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("qVarSel", "1.1")



Attach the package and use:
library("qVarSel")
Maintained by
Stefano Benati
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2014-06-12
Latest Update: 2024-12-14
Description:
Finding hidden clusters in structured data can be hindered by the presence of masking variables. If not detected, masking variables are used to calculate the overall similarities between units, and therefore the cluster attribution is more imprecise. The algorithm q-vars implements an optimization method to find the variables that most separate units between clusters. In this way, masking variables can be discarded from the data frame and the clustering is more accurate. Tests can be found in Benati et al.(2017) <doi:10.1080/01605682.2017.1398206>.
How to cite:
Stefano Benati (2014). qVarSel: Select Variables for Optimal Clustering. R package version 1.1, https://cran.r-project.org/web/packages/qVarSel. Accessed 11 Mar. 2025.
Previous versions and publish date:
1.0 (2014-06-12 16:42), 1.1 (2024-11-28 13:10)
Other packages that cited qVarSel R package
View qVarSel citation profile
Other R packages that qVarSel depends, imports, suggests or enhances
Complete documentation for qVarSel
Functions, R codes and Examples using the qVarSel R package
Full qVarSel package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

fpest  
Estimating Finite Population Total
Given the values of sampled units and selection probabilities the desraj function in the package c ...
Download / Learn more Package Citations See dependency  
TCIU  
Spacekime Analytics, Time Complexity and Inferential Uncertainty
Provide the core functionality to transform longitudinal data to complex-time (kime) data using anal ...
Download / Learn more Package Citations See dependency  
JOUSBoost  
Implements Under/Oversampling for Probability Estimation
Implements under/oversampling for probability estimation. To be used with machine learning methods ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
sourcetools  
Tools for Reading, Tokenizing and Parsing R Code
Tools for the reading and tokenization of R code. The 'sourcetools' package provides both an R and C ...
Download / Learn more Package Citations See dependency  
geigen  
Calculate Generalized Eigenvalues, the Generalized Schur Decomposition and the Generalized Singular Value Decomposition of a Matrix Pair with Lapack
Functions to compute generalized eigenvalues and eigenvectors, the generalized Schur decomposition ...
Download / Learn more Package Citations See dependency  

23,842

R Packages

207,311

Dependencies

64,420

Author Associations

23,781

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA