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A practical approach for incorporating dependence among fields in probabilistic record linkage

BACKGROUND: Methods for linking real-world healthcare data often use a latent class model, where the latent, or unknown, class is the true match status of candidate record-pairs. This commonly used model assumes that agreement patterns among multiple fields within a latent class are independent. Whe...

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Hlavní autoři: Daggy, Joanne K, Xu, Huiping, Hui, Siu L, Gamache, Roland E, Grannis, Shaun J
Médium: Artigo
Jazyk:Inglês
Vydáno: BioMed Central 2013
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC3766252/
https://ncbi.nlm.nih.gov/pubmed/24001000
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1472-6947-13-97
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