CRAN/E | OTrecod

OTrecod

Data Fusion using Optimal Transportation Theory

Installation

About

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.

Key Metrics

Version 0.1.2
R ≥ 3.5
Published 2022-10-05 540 days ago
Needs compilation? no
License GPL-3
CRAN checks OTrecod results

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Maintainer

Maintainer

Gregory Guernec

otrecod.pkg@gmail.com

Authors

Gregory Guernec

aut / cre

Valerie Gares

aut

Pierre Navaro

ctb

Jeremy Omer

ctb

Philippe Saint-Pierre

ctb

Nicolas Savy

ctb

Material

README
Reference manual
Package source

Vignettes

an-application-of-the-OTrecod-package
application-on-real-data-with-na

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

OTrecod archive

Depends

R ≥ 3.5

Imports

stats
dplyr
mice
missMDA
plyr
FactoMineR
StatMatch
proxy
rdist
ROI
ROI.plugin.glpk
ompr
ompr.roi
party
vcd

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