Multifile Record Linkage and Duplicate Detection

Implementation of the methodology of Aleshin-Guendel & Sadinle (2022) . It handles the general problem of multifile record linkage and duplicate detection, where any number of files are to be linked, and any of the files may have duplicates.


multilink

multilink is an R package which implements methodology presented in the manuscript “Multifile Partitioning for Record Linkage and Duplicate Detection” by Serge Aleshin-Guendel and Mauricio Sadinle, published in the Journal of the American Statistical Association and available on arXiv. It handles the general problem of multifile record linkage and duplicate detection, where any number of files are to be linked, and any of the files may have duplicates.

Installation

You can install the development version of multilink from GitHub with:

install.packages("devtools")
devtools::install_github("aleshing/multilink")

Reference manual

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install.packages("multilink")

0.1.1 by Serge Aleshin-Guendel, 3 years ago


https://github.com/aleshing/multilink


Report a bug at https://github.com/aleshing/multilink/issues


Browse source code at https://github.com/cran/multilink


Authors: Serge Aleshin-Guendel [aut, cre]


Documentation:   PDF Manual  


GPL-3 license


Imports igraph, RecordLinkage, Rcpp, utils, mcclust, geosphere, stringr

Linking to Rcpp, RcppArmadillo


Imported by FlexRL.


See at CRAN