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:
fastLink_0.6.1.tar.gz
fastLink_0.6.1.tar.gz(r-4.5-noble)fastLink_0.6.1.tar.gz(r-4.4-noble)
fastLink_0.6.1.tgz(r-4.4-emscripten)fastLink_0.6.1.tgz(r-4.3-emscripten)
fastLink.pdf |fastLink.html✨
fastLink/json (API)
| # Install 'fastLink' in R: |
| install.packages('fastLink', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/kosukeimai/fastlink/issues
- countyfips - County-level FIPS Codes
- countyinflow - County-level inflow rates by state
- countyoutflow - County-level outflow rates by state
- dfA - Sample dataset A
- dfB - Sample dataset B
- statefips - State-level FIPS Codes
- stateinflow - State-level inflow rates by state
- statemove - In-state movers rates by state
- stateoutflow - State-level outflow rates by state
Last updated 1 years agofrom:854eba8c61. Checks:OK: 2. Indexed: no.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Dec 12 2024 |
| R-4.5-linux-x86_64 | OK | Dec 12 2024 |
Exports:aggconfusionaggregateEMblockDatacalcMoversPriorsclusterMatchconfusiondedupeMatchesemlinklogemlinkMARmovemlinkRSfastLinkgammaCK2pargammaCKpargammaKpargammaNUMCK2pargammaNUMCKpargetMatchesgetPatternsgetPosteriorinspectEMmatchesLinknameReweightpreprocTextstringSubsettableCounts
Dependencies:adagioclicodetoolsdata.tabledoParalleldplyrfansiforeachgenericsgluegtoolsiteratorslatticelifecyclelpSolvemagrittrMatrixpillarpkgconfigplotrixR6RcppRcppArmadilloRcppEigenrlangstringdiststringistringrtibbletidyselectutf8vctrswithr
