corlink: Record Linkage, Incorporating Imputation for Missing Agreement Patterns, and Modeling Correlation Patterns Between Fields

A matrix of agreement patterns and counts for record pairs is the input for the procedure. An EM algorithm is used to impute plausible values for missing record pairs. A second EM algorithm, incorporating possible correlations between per-field agreement, is used to estimate posterior probabilities that each pair is a true match - i.e. constitutes the same individual.

Version:	1.0.0
Depends:	R (≥ 3.2.4)
Published:	2016-10-20
DOI:	10.32614/CRAN.package.corlink
Author:	John Ferguson [aut, cre]
Maintainer:	John Ferguson <john.ferguson at nuigalway.ie>
License:	CC0
NeedsCompilation:	no
CRAN checks:	corlink results

Documentation:

Reference manual:

corlink.pdf

Downloads:

Package source:	corlink_1.0.0.tar.gz
Windows binaries:	r-devel: corlink_1.0.0.zip, r-release: corlink_1.0.0.zip, r-oldrel: corlink_1.0.0.zip
macOS binaries:	r-release (arm64): corlink_1.0.0.tgz, r-oldrel (arm64): corlink_1.0.0.tgz, r-release (x86_64): corlink_1.0.0.tgz, r-oldrel (x86_64): corlink_1.0.0.tgz

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