archetypal: Finds the Archetypal Analysis of a Data Frame

Performs archetypal analysis by using Principal Convex Hull Analysis (PCHA) 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>. Christopoulos, DT (2015) <doi:10.1016/j.jastp.2015.03.009> . Falk, A. et al. (2018), <doi:10.1093/qje/qjy013> .

Version: 1.1.0
Depends: R (≥ 3.1.0)
Imports: Matrix, geometry, inflection, doParallel, lpSolve, methods, plot3D
Suggests: knitr, rmarkdown
Published: 2020-01-27
Author: Demetris Christopoulos [aut, cre], David Midgley [ctb], Sunil Venaik [ctb], INSEAD Fontainebleau France [fnd, cph]
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

Downloads:

Reference manual: archetypal.pdf
Vignettes: Introduction to Archetypal Package
Package source: archetypal_1.1.0.tar.gz
Windows binaries: r-devel: archetypal_1.1.0.zip, r-devel-gcc8: archetypal_1.1.0.zip, r-release: archetypal_1.1.0.zip, r-oldrel: archetypal_1.1.0.zip
OS X binaries: r-release: archetypal_1.1.0.tgz, r-oldrel: archetypal_1.1.0.tgz
Old sources: archetypal archive

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