jarowinkler_complement

<p>Creates a function that calculates the complement of the Jaro-Winkler
distance between two strings (i.e.,
\(1 - \text{Jaro-Winkler distance}\)).</p>

The goal of 'automatedRecLin' is to perform record linkage (also known as entity resolution) in unsupervised or supervised settings. It compares pairs of records from two datasets using selected comparison functions to estimate the probability or density ratio between matched and non-matched records. Based on these estimates, it predicts a set of matches that maximizes entropy. For details see: Lee et al. (2022) <https://www150.statcan.gc.ca/n1/pub/12-001-x/2022001/article/00007-eng.htm>, Vo et al. (2023) <https://ideas.repec.org/a/eee/csdana/v179y2023ics0167947322002365.html>, Sugiyama et al. (2008) <doi:10.1007/s10463-008-0197-x>.

Adam Struzik

automatedRecLin

Record Linkage Based on an Entropy-Maximizing Classifier

jarowinkler_complement: Jaro-Winkler Distance Complement

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