Assessing the accuracy of record linkages with Markov chain based Monte Carlo simulation approach

Assessing the accuracy of record linkages with Markov chain based Monte Carlo simulation approach

Abstract Record linkage is the process of finding matches and linking records from different data sources so that the linked records belong to the same entity. There is an increasing number of applications of record linkage in statistical, health, government and business organisations to link admini...

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Bibliographic Details
Main Authors: Shovanur Haque, Kerrie Mengersen, Steven Stern
Format: Article
Language:English
Published: SpringerOpen 2021-01-01
Series:Journal of Big Data
Subjects:
Record linkage
Linkage accuracy
Linking method
Markov chain Monte Carlo
Simulation
Blocking
Online Access:https://doi.org/10.1186/s40537-020-00394-7

Internet

https://doi.org/10.1186/s40537-020-00394-7

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