Record Linkage Toolkit

Functions to assist in performing probabilistic record linkage and deduplication: generating pairs, comparing records, em-algorithm for estimating m- and u-probabilities (I. Fellegi & A. Sunter (1969) , T.N. Herzog, F.J. Scheuren, & W.E. Winkler (2007), "Data Quality and Record Linkage Techniques", ISBN:978-0-387-69502-0), forcing one-to-one matching. Can also be used for pre- and post-processing for machine learning methods for record linkage. Focus is on memory, CPU performance and flexibility.


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install.packages("reclin2")

0.1.1 by Jan van der Laan, 21 days ago


https://github.com/djvanderlaan/reclin2


Report a bug at https://github.com/djvanderlaan/reclin2/issues


Browse source code at https://github.com/cran/reclin2


Authors: Jan van der Laan [aut, cre]


Documentation:   PDF Manual  


GPL-3 license


Imports stringdist, stats, utils, lpSolve, Rcpp, parallel

Depends on data.table

Suggests simplermarkdown

Linking to Rcpp

System requirements: C++11


See at CRAN