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 |
| Reference manual: | RecordLinkage.pdf |
| Vignettes: |
Classes for record linkage of big data sets Record Linkage with Extreme Value Theory Supervised Classification Weight-based deduplication |
| 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 depends: | GISINTEGRATION, PreProcessRecordLinkage |
| Reverse imports: | fobitools, HodgesTools, MetaPhOR, multilink, rWCVP |
| Reverse enhances: | SoundexBR |
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