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corlink  

Record Linkage, Incorporating Imputation for Missing Agreement Patterns, and Modeling Correlation Patterns Between Fields
View on CRAN: Click here


Download and install corlink package within the R console
Install from CRAN:
install.packages("corlink")

Install from Github:
library("remotes")
install_github("cran/corlink")

Install by package version:
library("remotes")
install_version("corlink", "1.0.0")



Attach the package and use:
library("corlink")
Maintained by
John Ferguson
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2016-10-20
Latest Update: 2016-10-20
Description:
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.
How to cite:
John Ferguson (2016). corlink: Record Linkage, Incorporating Imputation for Missing Agreement Patterns, and Modeling Correlation Patterns Between Fields. R package version 1.0.0, https://cran.r-project.org/web/packages/corlink. Accessed 03 Dec. 2024.
Previous versions and publish date:
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Other packages that cited corlink R package
View corlink citation profile
Other R packages that corlink depends, imports, suggests or enhances
Complete documentation for corlink
Functions, R codes and Examples using the corlink R package
Some associated functions: corlink . do_sim . linkd . 
Some associated R codes: corlink.R . internal.R .  Full corlink package functions and examples
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