OTrecod: Data Fusion using Optimal Transportation Theory
In the context of data fusion, the package provides a set of functions dedicated to the solving of 'recoding problems' using optimal transportation theory (Gares, Guernec, Savy (2019) <doi:10.1515/ijb-2018-0106> and Gares, Omer (2020) <doi:10.1080/01621459.2020.1775615>). From two databases with no overlapping part except a subset of shared variables, the functions of the package assist users until obtaining a unique synthetic database, where the missing information is fully completed.
| Version: |
0.1.1 |
| Depends: |
R (≥ 3.5) |
| Imports: |
stats, dplyr, mice, missMDA, plyr, FactoMineR, StatMatch, proxy, rdist, ROI, ROI.plugin.glpk, ompr, ompr.roi, party, vcd |
| Suggests: |
testthat, knitr, rmarkdown |
| Published: |
2021-09-20 |
| Author: |
Gregory Guernec [aut, cre],
Valerie Gares [aut],
Pierre Navaro [ctb],
Jeremy Omer [ctb],
Philippe Saint-Pierre [ctb],
Nicolas Savy [ctb] |
| Maintainer: |
Gregory Guernec <otrecod.pkg at gmail.com> |
| License: |
GPL-3 |
| NeedsCompilation: |
no |
| Materials: |
README |
| CRAN checks: |
OTrecod results |
Documentation:
Downloads:
Linking:
Please use the canonical form
https://CRAN.R-project.org/package=OTrecod
to link to this page.