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automatedRecLin  

Record Linkage Based on an Entropy-Maximizing Classifier
View on CRAN: Click here


Download and install automatedRecLin package within the R console
Install from CRAN:
install.packages("automatedRecLin")

Install from Github:
library("remotes")
install_github("cran/automatedRecLin")

Install by package version:
library("remotes")
install_version("automatedRecLin", "1.0.1")



Attach the package and use:
library("automatedRecLin")
Maintained by
Adam Struzik
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-11-18
Latest Update: 2025-11-18
Description:
The goal of 'automatedRecLin' is to perform record linkage (also known as entity resolution) in unsupervised or supervised settings. It compares pairs of records from two datasets using selected comparison functions to estimate the probability or density ratio between matched and non-matched records. Based on these estimates, it predicts a set of matches that maximizes entropy. For details see: Lee et al. (2022) <https://www150.statcan.gc.ca/n1/pub/12-001-x/2022001/article/00007-eng.htm>, Vo et al. (2023) <https://ideas.repec.org/a/eee/csdana/v179y2023ics0167947322002365.html>, Sugiyama et al. (2008) <doi:10.1007/s10463-008-0197-x>.
How to cite:
Adam Struzik (2025). automatedRecLin: Record Linkage Based on an Entropy-Maximizing Classifier. R package version 1.0.1, https://cran.r-project.org/web/packages/automatedRecLin. Accessed 10 Mar. 2026.
Previous versions and publish date:
1.0.0 (2025-11-18 10:20)
Other packages that cited automatedRecLin R package
View automatedRecLin citation profile
Other R packages that automatedRecLin depends, imports, suggests or enhances
Complete documentation for automatedRecLin
Functions, R codes and Examples using the automatedRecLin R package
Full automatedRecLin package functions and examples
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