Other packages > Find by keyword >

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 05 Jun. 2026.
Previous versions and publish date:
1.0.0 (2025-11-18 10:20), 1.0.1 (2025-12-13 10:40), 1.1.0 (2026-05-08 09:40)
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
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

crossurr  
Cross-Fitting for Doubly Robust Evaluation of High-Dimensional Surrogate Markers
Doubly robust methods for evaluating surrogate markers as outlined in: Agniel D, Hejblum BP, Thiebau ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
envirem  
Generation of ENVIREM Variables
Generation of bioclimatic rasters that are complementary to the typical 19 bioclim variables. ...
Download / Learn more Package Citations See dependency  
msm  
Multi-State Markov and Hidden Markov Models in Continuous Time
Functions for fitting continuous-time Markov and hidden Markov multi-state models to longitudinal d ...
Download / Learn more Package Citations See dependency  
ibb  
R Wrapper for Istanbul Municipality Open Data Portal
Call wrappers for Istanbul Metropolitan Municipality's Open Data Portal (Turkish: Istanbul B ...
Download / Learn more Package Citations See dependency  

27,268

R Packages

233,548

Dependencies

72,590

Author Associations

27,205

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA