Record Linkage Theory and Practice: an Experiment in the Application of Multiple Pass Linkage Algorithms

Abstract

By implementing multiple-pass record linkage algorithms between two compatible datasets, the number of records linked may be dramatically increased above the level achieved by any single algorithm. This increase is made without commensurate diminution in confidence in the linked dataset.