Other packages > Find by keyword >

archetypal  

Finds the Archetypal Analysis of a Data Frame
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("archetypal", "1.3.1")



Attach the package and use:
library("archetypal")
Maintained by
Demetris Christopoulos
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-06-13
Latest Update: 2024-05-23
Description:
Performs archetypal analysis by using Principal Convex Hull Analysis under a full control of all algorithmic parameters. It contains a set of functions for determining the initial solution, the optimal algorithmic parameters and the optimal number of archetypes. Post run tools are also available for the assessment of the derived solution. Morup, M., Hansen, LK (2012) . Hochbaum, DS, Shmoys, DB (1985) . Eddy, WF (1977) . Barber, CB, Dobkin, DP, Huhdanpaa, HT (1996) . Christopoulos, DT (2016) . Falk, A., Becker, A., Dohmen, T., Enke, B., Huffman, D., Sunde, U. (2018), . Christopoulos, DT (2015) . Murari, A., Peluso, E., Cianfrani, Gaudio, F., Lungaroni, M., (2019), .
How to cite:
Demetris Christopoulos (2019). archetypal: Finds the Archetypal Analysis of a Data Frame. R package version 1.3.1, https://cran.r-project.org/web/packages/archetypal. Accessed 03 Jul. 2026.
Previous versions and publish date:
1.0.0 (2019-06-13 15:20), 1.1.0 (2020-01-27 11:00), 1.1.1 (2020-10-19 19:10), 1.3.0 (2022-07-04 14:30)
Other packages that cited archetypal R package
View archetypal citation profile
Other R packages that archetypal depends, imports, suggests or enhances
Complete documentation for archetypal
Downloads during the last 30 days

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  
GaussSuppression  
Tabular Data Suppression using Gaussian Elimination
A statistical disclosure control tool to protect tables by suppression using the Gaussian eliminati ...
Download / Learn more Package Citations See dependency  
tabbycat  
Tabulate and Summarise Categorical Data
Functions for tabulating and summarising categorical variables. Most functions are designed to work ...
Download / Learn more Package Citations See dependency  
MANOVA.RM  
Resampling-Based Analysis of Multivariate Data and Repeated Measures Designs
Implemented are various tests for semi-parametric repeated measures and general MANOVA designs that ...
Download / Learn more Package Citations See dependency  
gap.datasets  
Datasets for 'gap'
Datasets associated with the 'gap' package. Currently, it includes an example data for regional ass ...
Download / Learn more Package Citations See dependency  
reportROC  
An Easy Way to Report ROC Analysis
Provides an easy way to report the results of ROC analysis, including: 1. an ROC curve. 2. the val ...
Download / Learn more Package Citations See dependency  

27,653

R Packages

236,180

Dependencies

73,487

Author Associations

27,536

Publication Badges

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