Package: OTrecod 0.1.2

Gregory Guernec

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.

Authors:Gregory Guernec [aut, cre], Valerie Gares [aut], Pierre Navaro [ctb], Jeremy Omer [ctb], Philippe Saint-Pierre [ctb], Nicolas Savy [ctb]

OTrecod_0.1.2.tar.gz
OTrecod_0.1.2.tar.gz(r-4.5-noble)OTrecod_0.1.2.tar.gz(r-4.4-noble)
OTrecod_0.1.2.tgz(r-4.4-emscripten)OTrecod_0.1.2.tgz(r-4.3-emscripten)
OTrecod.pdf |OTrecod.html
OTrecod/json (API)

# Install 'OTrecod' in R:
install.packages('OTrecod', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Datasets:
  • api29 - Student performance in California schools: the results of the county 29
  • api35 - Student performance in California schools: the results of the county 35
  • ncds_14 - National Child Development Study: a sample of the first four waves of data collection
  • ncds_5 - National Child Development Study: a sample of the fifth wave of data collection
  • simu_data - A simulated dataset to test the functions of the OTrecod package
  • tab_test - A simulated dataset to test the library

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

3.00 score 20 scripts 174 downloads 17 exports 156 dependencies

Last updated 2 years agofrom:81f1653d79. Checks:OK: 1 NOTE: 1. Indexed: yes.

TargetResultDate
Doc / VignettesOKDec 12 2024
R-4.5-linuxNOTEDec 12 2024

Exports:avg_dist_closestcompare_listserror_grouphamimput_covindiv_grp_closestindiv_grp_optimalmerge_dbsOT_jointOT_outcomepower_setproxim_distselect_predtransfo_disttransfo_qualitransfo_targetverif_OT

Dependencies:abindbackportsbase64encbitbit64bootbroombslibcachemcarcarDatacheckmateclicliprclustercodetoolscoincolorspacecowplotcpp11crayoncrosstalkdata.tableDBIDerivdigestdoBydoParalleldplyrDTellipseemmeansestimabilityevaluateFactoMineRfansifarverfastmapflashClustfontawesomeforcatsforeachFormulafsgenericsggplot2ggrepelglmnetgluegtablehavenhighrhmshtmltoolshtmlwidgetshttpuvisobanditeratorsjomojquerylibjsonliteknitrlabelinglaterlatticelazyevalleapslibcoinlifecyclelistcomplme4lmtestlpSolvemagrittrMASSMatrixMatrixModelsmatrixStatsmemoisemgcvmicemicrobenchmarkmimeminqamissMDAmitmlmitoolsmodelrmodeltoolsmultcompmultcompViewmunsellmvtnormnlmenloptrnnetnumDerivomprompr.roiordinalpanpartypbkrtestpillarpkgconfigplyrprettyunitsprogresspromisesproxypurrrquantregR6rappdirsRColorBrewerRcppRcppArmadilloRcppEigenrdistreadrregistryRglpkrlangrmarkdownROIROI.plugin.glpkrpartsandwichsassscalesscatterplot3dshapeslamSparseMStatMatchstringistringrstrucchangesurveysurvivalTH.datatibbletidyrtidyselecttinytextzdbucminfutf8vcdvctrsviridisLitevroomwithrxfunyamlzoo

an-application-of-the-OTrecod-package

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application-on-real-data-with-na

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