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DESCRIPTION
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DESCRIPTION
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Package: fastLink
Type: Package
Title: Fast Probabilistic Record Linkage with Missing Data
Version: 0.3.2
Date: 2018-02-25
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 (2017) ''Using a Probabilistic Model to Assist Merging of Large-scale Administrative
Records'', available at <http://imai.princeton.edu/research/linkage.html>.
License: GPL(>= 3)
Imports:
Matrix,
parallel,
foreach,
doParallel,
gtools,
data.table,
stringdist,
stringr,
stringi,
Rcpp (>= 0.12.7),
FactoClass,
adagio,
dplyr,
plotrix,
grDevices,
graphics
Depends:
R (>= 2.14.0)
LinkingTo: RcppArmadillo, Rcpp, RcppEigen
Encoding: UTF-8
LazyData: true
BugReports: https://github.com/kosukeimai/fastLink/issues
RoxygenNote: 6.0.1
Suggests: testthat