Record Linkage for Empirically Motivated Priors
Overview
An implementation of the model in Steorts (2015) DOI:10.1214/15-BA965SI, which performs Bayesian entity resolution for categorical and text data, for any distance function defined by the user. In addition, the precision and recall are in the package to allow one to compare to any other comparable method such as logistic regression, Bayesian additive regression trees (BART), or random forests. The experiments are reproducible and illustrated using a simple vignette. LICENSE: GPL-3 + file license.
Install
Health
NOTERd filesr-devel-linux-x86_64-debian-clang, r-devel-linux-x86_64-debian-gcc, r-devel-linux-x86_64-fedora-clang, r-devel-linux-x86_64-fedora-gcc, r-devel-windows-x86_64, r-oldrel-macos-arm64, r-oldrel-macos-x86_64, r-oldrel-windows-x86_64, r-patched-linux-x86_64, r-release-linux-x86_64, r-release-macos-arm64, r-release-macos-x86_64, r-release-windows-x86_64
checkRd: (-1) RLdata500.Rd:8: Lost braces
8 | A data frame with five variables: \code{fname_c1},\code{lname_c1}, \code{by}, code{bm}, \code{bd}.
| ^
checkRd: (-1) identity.RLdata500.Rd:15: Lost braces
15 | format A vector that contains the code{id}
| ^- NOTE13 NOTENow
- NOTE14 NOTE2026-03-10
Documentation
- Help pages
- 9
- Examples that run
- 100%7 run in a plain check
- Exported functions with examples
- 100%
- Documented parameters
- 100%
- Return-value docs
- 100%
- Help pages citing references
- 0%
- Partitions HTML
Downloads
Dependencies
Installing blink adds 3 packages (3 with compiled code, 3.0 MB of source tarballs). Heaviest: Rcpp 1.8 MB, stringdist 843 KB, plyr 392 KB.
Code & Tests
Datasets
People & History
Pick two releases to compare their code metrics.
- RR 4.6.0 released · 2026-04-24
- RR 4.5.0 released · 2025-04-11
- RR 4.4.0 released · 2024-04-24
- RR 4.3.0 released · 2023-04-21
- RR 4.2.0 released · 2022-04-22
- RR 4.1.0 released · 2021-05-18
- unarchivedReturned to CRAN2020-10-06
- 1.1.0Latest
- RR 4.0.0 released · 2020-04-24
- archivedRemoved from CRAN2020-02-02requires archived package 'RecordLinkage' And had check errors
- 1.0.02019-12-25 · diff ↗
- RR 3.6.0 released · 2019-04-26
- RR 3.5.0 released · 2018-04-23
- 0.1.02017-08-07
- RR 3.4.0 released · 2017-04-21
Package metadata
- First published
- 2017-08-07
- Total releases
- 3 / 9 yrs
- License
- GPL-3 OSI
- Minimum R
- ≥ 3.0.2
- Bundled data
- 4.9 KB / 2 files
- Download size
- 35 KB
Cite
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