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fastLink
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]
[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:
Other packages that cited fastLink R package
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Other R packages that fastLink depends,
imports, suggests or enhances
Complete documentation for fastLink
Functions, R codes and Examples using
the fastLink R package
Some associated functions: aggconfusion . aggregateEM . blockData . calcMoversPriors . clusterMatch . confusion . countyfips . countyinflow . countyoutflow . dedupeMatches . dfA . dfB . emlinkMARmov . emlinkRS . emlinklog . fastLink-package . fastLink . gammaCK2par . gammaCKpar . gammaKpar . gammaNUMCK2par . gammaNUMCKpar . getMatches . getPatterns . getPosterior . inspectEM . matchesLink . nameReweight . plot.fastLink . preprocText . print.inspectEM . statefips . stateinflow . statemove . stateoutflow . stringSubset . summary.fastLink . tableCounts .
Some associated R codes: RcppExports.R . aggconfusion.R . blockData.R . calcMoversPriors.R . clusterMatch.R . confusion.R . data.R . dedupeMatches.R . emlinkMARmov.R . emlinklog.R . fastLink-package.R . fastLink.R . gammaCK2par.R . gammaCKpar.R . gammaKpar.R . gammaNUMCK2par.R . gammaNUMCKpar.R . getMatches.R . getPatterns.R . getPosterior.R . inspectEM.R . matchesLink.R . nameReweight.R . plot.R . preprocText.R . print.R . summary.R . tableCounts.R . Full fastLink package functions and examples
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