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FlexRL  

A Flexible Model for Record Linkage
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("FlexRL", "0.1.0")



Attach the package and use:
library("FlexRL")
Maintained by
Kayané ROBACH
[Scholar Profile | Author Map]
First Published: 2024-12-09
Latest Update: 2024-12-09
Description:
Implementation of the Stochastic Expectation Maximisation (StEM) approach to Record Linkage described in the paper by K. Robach, S. L. van der Pas, M. A. van de Wiel and M. H. Hof (2024, <doi:10.48550/arXiv.2407.06835>); see 'citation("FlexRL")' for details. This is a record linkage method, for finding the common set of records among 2 data sources based on Partially Identifying Variables (PIVs) available in both sources. It includes modelling of dynamic Partially Identifying Variables (e.g. postal code) that may evolve over time and registration errors (missing values and mistakes in the registration). Low memory footprint.
How to cite:
Kayané ROBACH (2024). FlexRL: A Flexible Model for Record Linkage. R package version 0.1.0, https://cran.r-project.org/web/packages/FlexRL. Accessed 05 May. 2025.
Previous versions and publish date:
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Complete documentation for FlexRL
Functions, R codes and Examples using the FlexRL R package
Full FlexRL package functions and examples
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