Other packages > Find by keyword >

drclust  

Simultaneous Clustering and (or) Dimensionality Reduction
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("drclust", "0.1.1")



Attach the package and use:
library("drclust")
Maintained by
Ionel Prunila
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-04-22
Latest Update: 2024-04-22
Description:
Methods for simultaneous clustering and dimensionality reduction such as: Double k-means, Reduced k-means, Factorial k-means, Clustering with Disjoint PCA but also methods for exclusively dimensionality reduction: Disjoint PCA, Disjoint FA. The statistical methods implemented refer to the following articles: de Soete G., Carroll J. (1994) "K-means clustering in a low-dimensional Euclidean space" <doi:10.1007/978-3-642-51175-2_24> ; Vichi M. (2001) "Double k-means Clustering for Simultaneous Classification of Objects and Variables" <doi:10.1007/978-3-642-59471-7_6> ; Vichi M., Kiers H.A.L. (2001) "Factorial k-means analysis for two-way data" <doi:10.1016/S0167-9473(00)00064-5> ; Vichi M., Saporta G. (2009) "Clustering and disjoint principal component analysis" <doi:10.1016/j.csda.2008.05.028> ; Vichi M. (2017) "Disjoint factor analysis with cross-loadings" <doi:10.1007/s11634-016-0263-9>.
How to cite:
Ionel Prunila (2024). drclust: Simultaneous Clustering and (or) Dimensionality Reduction. R package version 0.1.1, https://cran.r-project.org/web/packages/drclust. Accessed 24 Oct. 2026.
Previous versions and publish date:
(2026-07-09 07:33), 0.1 (2024-04-22 20:22)
Other packages that cited drclust R package
View drclust citation profile
Other R packages that drclust depends, imports, suggests or enhances
Complete documentation for drclust
Functions, R codes and Examples using the drclust R package
Full drclust package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

FDRsampsize  
Compute Sample Size that Meets Requirements for Average Power and FDR
Defines a collection of functions to compute average power and sample size for studies that use the ...
Download / Learn more Package Citations See dependency  
gemlog  
File Conversion for "Gem Infrasound Logger"
Reads data files from the 'Gem infrasound logger' for analysis and converts to segy format (which is ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
givitiR  
The GiViTI Calibration Test and Belt
Functions to assess the calibration of logistic regression models with the GiViTI (Gruppo Italiano p ...
Download / Learn more Package Citations See dependency  
forecastHybrid  
Convenient Functions for Ensemble Time Series Forecasts
Convenient functions for ensemble forecasts in R combining approaches from the 'forecast' package. ...
Download / Learn more Package Citations See dependency  
magicfor  
Magic Functions to Obtain Results from for Loops
Magic functions to obtain results from for loops. ...
Download / Learn more Package Citations See dependency  

29,080

R Packages

247,686

Dependencies

77,281

Author Associations

29,081

Publication Badges

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