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An Adaptive String Comparator for Record Linkage
An Adaptive String Comparator for Record Linkage
RRS2004-02
Abstract
We develop a string comparator based on edit distance that uses variable edit-step costs derived from training data. Using first and last name data from Census files, we compare the performance of this string comparator with one without variable edit step costs and with the Jaro-Winkler string comparator, which is standardly used in the Census Bureau’s record linkage software.
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Related Information
WORKING PAPER
Statistical Research Reports and Studies
Page Last Revised - October 28, 2021
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