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: |
1.3.0 |
| Depends: |
R (≥ 3.1.0) |
| Imports: |
Matrix, geometry, inflection, doParallel, lpSolve, methods, plot3D, entropy |
| Suggests: |
knitr, rmarkdown |
| Published: |
2022-07-04 |
| 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 |
Documentation:
Downloads:
Linking:
Please use the canonical form
https://CRAN.R-project.org/package=archetypal
to link to this page.