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reclin2: Record Linkage Toolkit

Functions to assist in performing probabilistic record linkage and deduplication: generating pairs, comparing records, em-algorithm for estimating m- and u-probabilities (I. Fellegi & A. Sunter (1969) <doi:10.1080/01621459.1969.10501049>, T.N. Herzog, F.J. Scheuren, & W.E. Winkler (2007), "Data Quality and Record Linkage Techniques", ISBN:978-0-387-69502-0), forcing one-to-one matching. Can also be used for pre- and post-processing for machine learning methods for record linkage. Focus is on memory, CPU performance and flexibility.

Version: 0.5.0
Depends: data.table, R (≥ 3.6.0)
Imports: stringdist, stats, utils, lpSolve, Rcpp, parallel
LinkingTo: Rcpp
Suggests: simplermarkdown
Published: 2024-02-09
DOI: 10.32614/CRAN.package.reclin2
Author: Jan van der Laan ORCID iD [aut, cre]
Maintainer: Jan van der Laan <r at eoos.dds.nl>
BugReports: https://github.com/djvanderlaan/reclin2/issues
License: GPL-3
URL: https://github.com/djvanderlaan/reclin2
NeedsCompilation: yes
Materials: README NEWS
In views: OfficialStatistics
CRAN checks: reclin2 results

Documentation:

Reference manual: reclin2.pdf
Vignettes: Deduplication using reclin2
Introduction to reclin2
Record linkage using machine learning
Using a cluster for record linkage

Downloads:

Package source: reclin2_0.5.0.tar.gz
Windows binaries: r-devel: reclin2_0.5.0.zip, r-release: reclin2_0.5.0.zip, r-oldrel: reclin2_0.5.0.zip
macOS binaries: r-release (arm64): reclin2_0.5.0.tgz, r-oldrel (arm64): reclin2_0.5.0.tgz, r-release (x86_64): reclin2_0.5.0.tgz, r-oldrel (x86_64): reclin2_0.5.0.tgz
Old sources: reclin2 archive

Reverse dependencies:

Reverse imports: PriceIndices

Linking:

Please use the canonical form https://CRAN.R-project.org/package=reclin2 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.
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