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:
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