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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 05 Mar. 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)
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Complete documentation for archetypal
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