CRAN/E | reclin2

reclin2

Record Linkage Toolkit

Installation

About

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) doi:10.1080/01621459.1969.10501049, 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.

github.com/djvanderlaan/reclin2
Bug report File report

Key Metrics

Version 0.5.0
R ≥ 3.6.0
Published 2024-02-09 80 days ago
Needs compilation? yes
License GPL-3
CRAN checks reclin2 results

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Maintainer

Maintainer

Jan van der Laan

r@eoos.dds.nl

Authors

Jan van der Laan

aut / cre

Material

README
NEWS
Reference manual
Package source

In Views

OfficialStatistics

Vignettes

Deduplication using reclin2
Introduction to reclin2
Record linkage using machine learning
Using a cluster for record linkage

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

reclin2 archive

Depends

data.table
R ≥ 3.6.0

Imports

stringdist
stats
utils
lpSolve
Rcpp
parallel

Suggests

simplermarkdown

LinkingTo

Rcpp

Reverse Imports

PriceIndices