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DESCRIPTION
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Package: fastLink
Type: Package
Title: Fast Probabilistic Record Linkage with Missing Data
Version: 0.6.1
Date: 2023-11-17
Authors@R: c(
person("Ted", "Enamorado", email = "[email protected]", role = c("aut", "cre")),
person("Ben", "Fifield", email = "[email protected]", role = c("aut")),
person("Kosuke", "Imai", email = "[email protected]", role = c("aut"))
)
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'' <doi:10.1017/S0003055418000783> and is available
at <https://imai.fas.harvard.edu/research/linkage.html>.
License: GPL(>= 3)
Imports:
Matrix,
parallel,
foreach,
doParallel,
gtools,
data.table,
stringdist,
stringr,
stringi,
Rcpp (>= 0.12.7),
adagio,
dplyr,
plotrix,
grDevices,
graphics,
methods
Depends:
R (>= 2.14.0)
LinkingTo: RcppArmadillo, Rcpp, RcppEigen
Encoding: UTF-8
LazyData: true
BugReports: https://github.com/kosukeimai/fastLink/issues
RoxygenNote: 7.2.2
Suggests: testthat