161
Views
4
CrossRef citations to date
0
Altmetric
Articles

A simple two-step procedure using the Fellegi–Sunter model for frequency-based record linkage

, &
Pages 2789-2804 | Received 10 Aug 2020, Accepted 22 Apr 2021, Published online: 04 May 2021

References

  • J. Armstrong and J. Mayda, Estimation of record linkage models using dependent data, Proceedings of the Section on Survey Research Methods, American Statistical Association, 1992, pp. 853–858.
  • P. Christen, Data Matching: Concepts and Techniques for Record Linkage, Entity Resolution, and Duplicate Detection, Springer, Berlin, 2012.
  • J. Daggy, H. Xu, S. Hui, R. Gamache and S. Grannis, A practical approach for incorporating dependence among fields in probabilistic record linkage, BMC Med. Inform. Decis. Mak. 13 (2013), pp. 97.
  • J. Daggy, H. Xu, S. Hui and S. Grannis, Evaluating latent class models with conditional dependence in record linkage, Stat. Med. 33 (2014), pp. 4250–4265.
  • T. Enamorado, B. Fifield and K. Imai, Using a probabilistic model to assist merging of large-scale administrative records, Am. Political Sci. Rev. 113 (2019), pp. 353–371.
  • I. Fellegi and A. Sunter, A theory for record linkage, J. Am. Stat. Assoc. 64 (1969), pp. 1183–1210.
  • M. Larsen, Modeling issues and the use of experience in record linkage, in Record Linkage Techniques – 1997: Proceedings of an International Workshop and Exposition, Alvey, W. and Jamerson, B., eds., chapter 4, National Academy Press, 1997, pp. 95–105.
  • M. Larsen and D. Rubin, Iterative automated record linkage using mixture models, J. Am. Stat. Assoc. 96 (2001), pp. 32–41.
  • T. Ong, M. Mannino, L. Schilling and M. Kahn, Improving record linkage performance in the presence of missing linkage data, J. Biomed. Inform. 52 (2014), pp. 43–54.
  • M. Sadinle, Detecting duplicates in a homicide registry using a bayesian partitioning approach, Ann. Appl. Stat. 8 (2014), pp. 2404–2434.
  • M. Sadinle, Bayesian estimation of bipartite matchings for record linkage, J. Am. Stat. Assoc. 112 (2017), pp. 600–612.
  • M. Sariyar, A. Borg and K. Pommerening, Missing values in deduplication of electronic patient data, J. Am. Med. Inform. Assoc. 19 (2012), pp. e76–82.
  • Y. Thibaudeau, The discrimination power of dependency structures in record linkage, Surv. Methodol. 19 (1993), pp. 31–38.
  • M. Tromp, N. Meray, A. Ravelli, J. Reitsma and G. Bonsel, Ignoring dependency between linking variables and its impact on the outcome of probabilistic record linkage studies, J. Am. Med. Inform. Assoc. 15 (2008), pp. 654–660.
  • W. Winkler, Improved decision rules in the Fellegi-Sunter model of record linkage, Proceedings of the Section on Survey Research Methods, American Statistical Association, 1993. pp. 274–279.
  • W. Winkler, Matching and record linkage, in Business Survey Methods, Cox, B., Binder, D., Chinnappa, B., Christianson, A., Colledge, M., and Kott, P., eds., chapter 20, John Wiley and Sons, Inc., 1995. pp. 355–384.
  • W. Winkler, Frequency-based matching in the Fellegi-Sunter model of record linkage, Proceedings of the Section on Survey Research Methods, American Statistical Association, 2000. pp. 778–783.
  • W. Winkler, Matching and record linkage, WIREs Comput. Stat. 6 (2014), pp. 313–325.
  • W. Winkler and Y. Thibaudeau, An application of the Fellegi-Sunter model of record linkage to the 1990 US decennial census, Technical Report 91-9, US Bureau of the Census, US Bureau of the Census, 1991.
  • H. Xu, X. Li, C. Shen, S., Hui and S., Grannis, Incorporating conditional dependence in latent class models for probabilistic record linkage: does it matter?, Ann. Appl. Stat. 13 (2019), pp. 1753–1790.
  • W. Yancey, Frequency dependent probability measures for record linkage, Proceedings of the Section on Survey Research Methods, American Statistical Association, 2000. pp. 752–757.
  • V. Zhu, M. Overhage, J. Egg, S. Downs and S. Grannis, An empiric modification to the probabilistic record linkage algorithm using frequency-based weight scaling, J. Am. Med. Inform. Assoc. 16 (2009), pp. 738–745.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.