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How Well Do Automated Linking Methods Perform? Lessons from U.S. Historical Data

This paper reviews the literature in historical record linkage in the U.S. and examines the performance of widely-used record linking algorithms and common variations in their assumptions. We use two high-quality, hand-linked datasets and one synthetic ground truth to examine the direct effects of l...

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Shranjeno v:
Bibliografske podrobnosti
izdano v:J Econ Lit
Main Authors: Bailey, Martha, Cole, Connor, Henderson, Morgan, Massey, Catherine
Format: Artigo
Jezik:Inglês
Izdano: 2020
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC8294155/
https://ncbi.nlm.nih.gov/pubmed/34294947
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1257/jel.20191526
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