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fastLink  

Fast Probabilistic Record Linkage with Missing Data
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("fastLink", "0.6.1")



Attach the package and use:
library("fastLink")
Maintained by
Ted Enamorado
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-07-09
Latest Update: 2023-11-17
Description:
Implements a Fellegi-Sunter probabilistic record linkage model that allows for missing data and the inclusion of auxiliary information. This includes functionalities to conduct a merge of two datasets under the Fellegi-Sunter model using the Expectation-Maximization algorithm. In addition, tools for preparing, adjusting, and summarizing data merges are included. The package implements methods described in Enamorado, Fifield, and Imai (2019) ''Using a Probabilistic Model to Assist Merging of Large-scale Administrative Records'' and is available at .
How to cite:
Ted Enamorado (2017). fastLink: Fast Probabilistic Record Linkage with Missing Data. R package version 0.6.1, https://cran.r-project.org/web/packages/fastLink. Accessed 22 Dec. 2024.
Previous versions and publish date:
0.1.0 (2017-07-09 16:24), 0.1.1 (2017-07-11 07:20), 0.2.0 (2017-09-01 11:26), 0.3.0 (2018-01-26 22:33), 0.3.1 (2018-02-01 17:04), 0.4.0 (2018-05-15 22:22), 0.5.0 (2018-11-12 17:50), 0.6.0 (2020-04-29 19:00)
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