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.
- Version1.3.1
- R version≥ 3.1.0
- LicenseGPL-2
- LicenseGPL-3
- Needs compilation?No
- 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)
- Last release05/23/2024
Documentation
Team
Demetris Christopoulos
David Midgley
Show author detailsRolesContributorSunil Venaik
Show author detailsRolesContributorINSEAD Fontainebleau France
Show author detailsRolesfnd
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- Imports7 packages
- Suggests2 packages
- Reverse Imports1 package