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archetypal: Finds the Archetypal Analysis of a Data Frame

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>.

Version: 1.3.1
Depends: R (≥ 3.1.0)
Imports: Matrix, geometry, inflection, doParallel, lpSolve, methods, plot3D, entropy
Suggests: knitr, rmarkdown
Published: 2024-05-23
DOI: 10.32614/CRAN.package.archetypal
Author: Demetris Christopoulos [aut, cre], David Midgley [ctb], Sunil Venaik [ctb], INSEAD Fontainebleau France [fnd]
Maintainer: Demetris Christopoulos <dchristop at econ.uoa.gr>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: no
Materials: README NEWS
CRAN checks: archetypal results

Documentation:

Reference manual: archetypal.pdf
Vignettes: Introduction to Archetypal Package

Downloads:

Package source: archetypal_1.3.1.tar.gz
Windows binaries: r-devel: archetypal_1.3.1.zip, r-release: archetypal_1.3.1.zip, r-oldrel: archetypal_1.3.1.zip
macOS binaries: r-release (arm64): archetypal_1.3.1.tgz, r-oldrel (arm64): archetypal_1.3.1.tgz, r-release (x86_64): archetypal_1.3.1.tgz, r-oldrel (x86_64): archetypal_1.3.1.tgz
Old sources: archetypal archive

Reverse dependencies:

Reverse imports: GeomArchetypal

Linking:

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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.