Other packages > Find by keyword >

clustrd  

Methods for Joint Dimension Reduction and Clustering
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("clustrd", "1.4.0")



Attach the package and use:
library("clustrd")
Maintained by
Angelos Markos
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2013-09-17
Latest Update: 2022-07-16
Description:
A class of methods that combine dimension reduction and clustering of continuous, categorical or mixed-type data (Markos, Iodice D'Enza and van de Velden 2019; ). For continuous data, the package contains implementations of factorial K-means (Vichi and Kiers 2001; ) and reduced K-means (De Soete and Carroll 1994; ); both methods that combine principal component analysis with K-means clustering. For categorical data, the package provides MCA K-means (Hwang, Dillon and Takane 2006; ), i-FCB (Iodice D'Enza and Palumbo 2013, ) and Cluster Correspondence Analysis (van de Velden, Iodice D'Enza and Palumbo 2017; ), which combine multiple correspondence analysis with K-means. For mixed-type data, it provides mixed Reduced K-means and mixed Factorial K-means (van de Velden, Iodice D'Enza and Markos 2019; ), which combine PCA for mixed-type data with K-means.
How to cite:
Angelos Markos (2013). clustrd: Methods for Joint Dimension Reduction and Clustering. R package version 1.4.0, https://cran.r-project.org/web/packages/clustrd. Accessed 21 Nov. 2024.
Previous versions and publish date:
0.1.1 (2013-10-23 07:57), 0.1.2 (2013-12-27 16:04), 0.1 (2013-09-17 18:02), 1.0.2 (2016-11-01 18:06), 1.0.9 (2016-11-10 13:43), 1.1.0 (2016-12-06 18:27), 1.1.9 (2017-04-24 23:38), 1.2.0 (2017-05-29 23:26), 1.2.1 (2018-04-16 18:50), 1.2.2 (2018-05-03 19:45), 1.3.1 (2019-05-08 12:10), 1.3.2 (2019-07-11 23:59), 1.3.4 (2019-08-21 00:30), 1.3.5 (2019-09-07 13:40), 1.3.6-2 (2019-10-28 17:30), 1.3.6 (2019-10-07 14:30), 1.3.7-2 (2020-02-29 06:20), 1.3.7 (2020-02-09 13:30), 1.3.8 (2021-11-18 18:10), 1.3.9 (2021-11-26 14:50), 1.3 (2019-04-23 09:50)
Other packages that cited clustrd R package
View clustrd citation profile
Other R packages that clustrd depends, imports, suggests or enhances
Complete documentation for clustrd
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

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  
pkgdepends  
Package Dependency Resolution and Downloads
Find recursive dependencies of 'R' packages from various sources. Solve the dependencies to obtain ...
Download / Learn more Package Citations See dependency  
SCBiclust  
Identifies Mean, Variance, and Hierarchically Clustered Biclusters
Identifies a bicluster, a submatrix of the data such that the features and observations within the s ...
Download / Learn more Package Citations See dependency  
kgschart  
KGS Rank Graph Parser
Restore underlining numeric data from rating history graph of KGS (an online platform of the game o ...
Download / Learn more Package Citations See dependency  
crossrun  
Joint Distribution of Number of Crossings and Longest Run
Joint distribution of number of crossings and the longest run in a series of independent Bernoulli ...
Download / Learn more Package Citations See dependency  
RcppHNSW  
'Rcpp' Bindings for 'hnswlib', a Library for Approximate Nearest Neighbors
'Hnswlib' is a C++ library for Approximate Nearest Neighbors. This package provides a minimal R int ...
Download / Learn more Package Citations See dependency  

23,229

R Packages

199,929

Dependencies

62,984

Author Associations

23,230

Publication Badges

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