Package: fastLink 0.6.1

Ted Enamorado

fastLink: Fast Probabilistic Record Linkage with Missing Data

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'' <doi:10.1017/S0003055418000783> and is available at <https://imai.fas.harvard.edu/research/linkage.html>.

Authors:Ted Enamorado [aut, cre], Ben Fifield [aut], Kosuke Imai [aut]

fastLink_0.6.1.tar.gz
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manual.pdf |manual.html✨
card.svg |card.png
fastLink/json (API)

# Install 'fastLink' in R:
install.packages('fastLink', repos = c('https://kosukeimai.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/kosukeimai/fastlink/issues

Uses libs:
  • c++– GNU Standard C++ Library v3
  • openmp– GCC OpenMP (GOMP) support library
Datasets:

On CRAN:

Conda:

cppopenmp

7.58 score 291 stars 108 scripts 556 downloads 6 mentions 25 exports 32 dependencies

Last updated from:da2e889448. Checks:11 WARNING, 2 OK. Indexed: yes.

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Exports:aggconfusionaggregateEMblockDatacalcMoversPriorsclusterMatchconfusiondedupeMatchesemlinklogemlinkMARmovemlinkRSfastLinkgammaCK2pargammaCKpargammaKpargammaNUMCK2pargammaNUMCKpargetMatchesgetPatternsgetPosteriorinspectEMmatchesLinknameReweightpreprocTextstringSubsettableCounts

Dependencies:adagioclicodetoolsdata.tabledoParalleldplyrforeachgenericsgluegtoolsiteratorslatticelifecyclelpSolvemagrittrMatrixpillarpkgconfigplotrixR6RcppRcppArmadilloRcppEigenrlangstringdiststringistringrtibbletidyselectutf8vctrswithr