CRAN/E | archetypal

archetypal

Finds the Archetypal Analysis of a Data Frame

Installation

About

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) doi:10.1016/j.neucom.2011.06.033. Hochbaum, DS, Shmoys, DB (1985) doi:10.1287/moor.10.2.180. Eddy, WF (1977) doi:10.1145/355759.355768. Barber, CB, Dobkin, DP, Huhdanpaa, HT (1996) doi:10.1145/235815.235821. Christopoulos, DT (2016) doi:10.2139/ssrn.3043076. Falk, A., Becker, A., Dohmen, T., Enke, B., Huffman, D., Sunde, U. (2018), doi:10.1093/qje/qjy013. Christopoulos, DT (2015) doi:10.1016/j.jastp.2015.03.009 . Murari, A., Peluso, E., Cianfrani, Gaudio, F., Lungaroni, M., (2019), doi:10.3390/e21040394.

Key Metrics

Version 1.3.0
R ≥ 3.1.0
Published 2022-07-04 661 days ago
Needs compilation? no
License GPL-2
License GPL-3
CRAN checks archetypal results

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Maintainer

Maintainer

Demetris Christopoulos

dchristop@econ.uoa.gr

Authors

Demetris Christopoulos

aut / cre

David Midgley

ctb

Sunil Venaik

ctb

INSEAD Fontainebleau France

fnd / cph

Material

README
NEWS
Reference manual
Package source

Vignettes

Introduction to Archetypal Package

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

archetypal archive

Depends

R ≥ 3.1.0

Imports

Matrix
geometry
inflection
doParallel
lpSolve
methods
plot3D
entropy

Suggests

knitr
rmarkdown