blink: Record Linkage for Empirically Motivated Priors
Version 0.1.0

An implementation of the model in Steorts (2015) , which performs Bayesian entity resolution for categorical and text data, for any distance function defined by the user. In addition, the precision and recall are in the package to allow one to compare to any other comparable method such as logistic regression, Bayesian additive regression trees (BART), or random forests. The experiments are reproducible and illustrated using a simple vignette.

Package details

AuthorRebecca Steorts [aut, cre]
Date of publication2017-08-07 05:53:49 UTC
MaintainerRebecca Steorts <[email protected]>
Package repositoryView on CRAN
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blink documentation built on Aug. 7, 2017, 9:03 a.m.