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RecordLinkage: Record Linkage Functions for Linking and Deduplicating Data Sets

Provides functions for linking and deduplicating data sets. Methods based on a stochastic approach are implemented as well as classification algorithms from the machine learning domain. For details, see our paper "The RecordLinkage Package: Detecting Errors in Data" Sariyar M / Borg A (2010) <doi:10.32614/RJ-2010-017>.

Version: 0.4-12.4
Depends: R (≥ 3.5.0), DBI, RSQLite (≥ 1.0.0), ff
Imports: e1071, rpart, ada, ipred, stats, evd, methods, data.table (≥ 1.7.8), nnet, xtable
Suggests: RUnit, knitr
Published: 2022-11-08
DOI: 10.32614/CRAN.package.RecordLinkage
Author: Murat Sariyar [aut, cre], Andreas Borg [aut]
Maintainer: Murat Sariyar <murat.sariyar at bfh.ch>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: yes
Materials: NEWS
In views: OfficialStatistics
CRAN checks: RecordLinkage results

Documentation:

Reference manual: RecordLinkage.pdf
Vignettes: Classes for record linkage of big data sets
Record Linkage with Extreme Value Theory
Supervised Classification
Weight-based deduplication

Downloads:

Package source: RecordLinkage_0.4-12.4.tar.gz
Windows binaries: r-devel: RecordLinkage_0.4-12.4.zip, r-release: RecordLinkage_0.4-12.4.zip, r-oldrel: RecordLinkage_0.4-12.4.zip
macOS binaries: r-release (arm64): RecordLinkage_0.4-12.4.tgz, r-oldrel (arm64): RecordLinkage_0.4-12.4.tgz, r-release (x86_64): RecordLinkage_0.4-12.4.tgz, r-oldrel (x86_64): RecordLinkage_0.4-12.4.tgz
Old sources: RecordLinkage archive

Reverse dependencies:

Reverse depends: GISINTEGRATION, PreProcessRecordLinkage
Reverse imports: fobitools, HodgesTools, MetaPhOR, multilink, rWCVP
Reverse enhances: SoundexBR

Linking:

Please use the canonical form https://CRAN.R-project.org/package=RecordLinkage to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.