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Activity Number: 241 - SPEED: Statistics in Social Sciences and Survey Research Part 1
Type: Contributed
Date/Time: Tuesday, August 9, 2022 : 8:30 AM to 10:20 AM
Sponsor: Survey Research Methods Section
Abstract #320780
Title: WITHDRAWN An Empirical Evaluation of Probabilistic File Linking Techniques
Author(s): Gauri Kamat and Roee Gutman
Companies: Brown University and Brown University
Keywords: file linking; analysis
Abstract:

We present an empirical evaluation of several probabilistic record linkage methods using simulations and a real-world scenario. We simulate pairs of datasets with varying numbers of errors per record and overlap between the two datasets. We match the datasets using Bayesian as well as non-Bayesian matching algorithms, and calculate measures to assess linkage accuracy, as well as accuracy in producing post-linkage estimates.


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